Iclr 2020 Github



means being highly related to my personal research interest. Feng Liang, Ronghao Guo, Chen Lin, Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang ICLR, 2020. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. Episodic Memory in Lifelong Language Learning Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, and Dani Yogatama. ©2015 Xiaolong. Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. For her PhD dissertation she investigated the information logistics of small and medium size food processors. Complementary Auxiliary Classifiers for Label-Conditional Text Generation. Tensorflow Optimizer With Naman Agarwal, Brian Bullins, Elad Hazan, Karan Singh, Cyril Zhang, and Yi Zhang. arXiv:2001. Two papers accepted at CVPR 2020: on unsupervised 3D from single image (oral, blog post, code) and semantic scene manipulation (project page coming soon) Three papers accepted at ICLR 2020: on self-labelling (spotlight, blog post, code), learning from one image and RL visualization; Our team won 2nd place at the traffic4cast challenge at NeurIPS. 08/2019: Here is the slides for my thesis defense. ICLR-2019 · 30 Dec; NeurIPS-2019 · 29 Dec; IJCAI-2019 · 29 Dec; ICML-2019 · 29 Dec; ICCV-2019 · 29 Dec; CVPR-2019 · 29 Dec. Composition-Based Multi-Relational Graph Convolutional Networks. Efficient Full-Matrix Adaptive Regularization. On Memory in Human and Artificial Language Processing Systems. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. It was a lot of fun. The accepted papers have an average rating of 6. Chen Dan’s Homepage. This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2020 OpenReview webpages. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. , Elman, 1990; Rumelhart and McClelland, 1986). It is a popular way to regularize neural networks (Srivastava et al. Before joining Tencent in March 2018, I worked in the Deep Learning Technology Center (DLTC) at Microsoft Research, Redmond, WA. NatureNeuroscience, 11(4):389-397, April 2008. 3D Dense Face Alignment via Graph Convolution Networks Huawei Wei, Shuang Liang, Yichen Wei. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. At UCL, he is a member of the UCL Centre for Artificial Intelligence and the UCL Natural Language Processing group. Reviewer, Neural Information Processing Systems (NeurIPS) 2020, Vancouver, Canada, Dec 6-12, 2020. Thank Amber Xiangli for her voice. These GitHub repositories include projects from a variety of data science fields – machine learning, computer vision, reinforcement learning, among others. The ICLR Reproducbility Challenge is worth taking a look too, especially in terms of the GitHub setup - student groups in deep learning courses across the world tried their luck at reproducing papers. I joined MEGVII on July, 2018. Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. Posted May 6, 2020 To stay on top of the latest news in Data Science, AI, tech, and ML, you need to follow the trends and changes. [project page]. Since then, it has been shown that asynchronous SGD leads. Nvidia Ai Denoiser Github. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. NeurIPS @ Montréal ·The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) Palais des Congrès de Montréal, Montréal CANADA. Published as a conference paper at ICLR 2020 Adding noise to a signal reduces the amount of information (Shannon, 1948). , EcoNAS: Finding Proxies for Economical Neural Architecture Search, CVPR 2020 (To appear) Junseok Kim Hyunseo Koh Dahyun Kim HW2 Due (May 1, 12pm). One position is on Theory. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. 2019-12: 1 paper on adversarial attack has been accepted by ICLR 2020. 切换至 中文主页 。. Published as a workshop paper at "Bridging AI and Cognitive Science" (ICLR 2020) Matthew F. Dismiss Join GitHub today. Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc Le. Rough notes on a bunch of ICLR conference papers. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful. ICLR 2020 was held between 26th April and 1st May, and it was a fully virtual conference. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. [2/2020] Reinforcement Learning with Chromatic Networks for Compact Architecture Search will appear at the first NAS workshop at ICLR 2020 in Addis Ababa. Our workshop Vision Applications & Solutions to Biased or Scarce Data at WACV 2020 was held successfully. Choice, uncertainty and value in prefrontal and cingulate cortex. [2020/02] Code for Capsules with Inverted Dot-Product Attention Routing (in ICLR 2020) is released. However, the gradients of the expected. View the Project on GitHub iclr2020-fsai/FSAI. Camera-ready Submissions. ACL is the premier conference of the field of computational linguistics, covering a broad spectrum of diverse research areas that are. Yunzhu Li*, Hao He*, Jiajun Wu, Dina Katabi, and Antonio Torralba Learning Compositional Koopman Operators for Model-Based Control ICLR 2020, [Project] [Paper] [Code] [BibTex] [Video] [Poster] Spotlight Presentation Abridged in NeurIPS 2019 workshop on Graph Representation Learning [Link]. Date: April 26, 2020 (Sunday) Location: Online Millennium Hall, Addis Ababa, Ethiopia (co-located with ICLR 2020) Contact: [email protected] February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. I still haven't. Knowledge Graph Construction From Text Github. Our workshop Vision Applications & Solutions to Biased or Scarce Data at WACV 2020 was held successfully. Rushworth and Timothy E. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. The Annual Conference of the Association for Computational Linguistics (ACL), 2020. The Artificial Intelligence and Machine Learning News clippings for Quants are provided algorithmically with CloudQuant’s NLP engine which seeks out articles relevant to our community and ranks them by our proprietary interest score. View on GitHub Elad Hoffer PhD, Deep Learning Researcher - ICLR 2020, Spotlight (4. ICLR 2020 Workshop on Bridging AI and Cognitive Science. Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. My work investigates whether users can train models without any hand-labeled training data, instead writing labeling functions, which programmatically label data using weak supervision strategies like heuristics, knowledge bases, or other models. Febrary 28, 2020, I join editorial board of IET Cyber-Systems and Robotics. Chen Dan's Homepage. Kakade, Jason D. Thuerey, V. Clone via HTTPS Clone with Git or checkout with SVN using the repository's web address. Reviewer (ICLR 2019, ICML 2019, ICLR 2020, ICML 2020) Top Reviewer (NeurIPS 2018, NeurIPS 2019, NeurIPS 2020) Page generated 2020-04-01 18:30:20 PDT, by jemdoc. degree in Electrical Engineering from Stanford advised by Prof. Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang, Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention, AI4AH, ICLR, 2020. Prior to this, I received B. AI Commons is a collective project whose goal is to make the benefits of AI available to all. ICLR 2020, Virtual Event. More details to follow soon. WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang*, Colin Raffel*, Katherine Lee, Adam Roberts, Noah Fiedel, Karishma Malkan arXiv preprint arXiv:2004. [New] Discovering Motor Programs by Recomposing Demonstrations Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta ICLR, 2020 pdf abstract bibtex We learn a space of motor primitives from unannotated robot demonstrations, and show these primitives are semantically meaningful and can be composed for new robot tasks. D student in Computer Science at New York University, where I work on generative modelling with a focus on text. student in the Electrical and Computer Engineering department at Cornell University. Intuitively, these bounds are based on the following idea: If a classifier can accurately distinguish between samples drawn from the joint p(x;y) and those drawn from the product of marginals p(x)p(y), then Xand Yhave a high MI. Ruqi Zhang, Christopher De Sa NeurIPS, 2019. Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization, ICLR 2020 Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun arXiv version. the SST acquisition of sub-region 2 on date September 8th 2017 is st ing the data of all the September 8th available in the dataset. My work investigates whether users can train models without any hand-labeled training data, instead writing labeling functions, which programmatically label data using weak supervision strategies like heuristics, knowledge bases, or other models. 01/31/2020. Mutual Mean-Teaching (MMT) The official implementation for the Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification which is accepted by ICLR-2020. Dec 20, 2019: Our paper entitled "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition" has been accepted to ICLR-2020. This page is hosted on Github using GitHub Pages. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. [Nov 2019] Our paper on adversarial attack/defense is accepted to ICCV 2019. Feb 19, 2020. Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning. Descriptions. [R] ICLR 2020 Oral, Adversarial Training and Provable Defenses: Bridging the Gap Research TL;DR: We propose a novel combination of adversarial training and provable defenses which produces neural network with state-of-the-art accuracy and certified robustness on CIFAR-10 with 2/255 L-infinity perturbation. Beyond "Tabula Rasa" in Reinforcement Learning Workshop (ICLR), 2020 (Oral). Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning. ICLR 2020 (Spotlight). Remove all; Disconnect; The next video is starting. ICLR 2020, Virtual Event. Our workshop on Adversarial Robustness in the Real World is accepted by ECCV 2020. Last week I had a pleasure to participate in the International Conference on Learning Representations (ICLR), an event dedicated to the research on all aspects of deep learning. CV / Blog / Github Stephen Tu. ; 2020-03-10: Our proposed temporal module TEA is accepted by CVPR 2020. A year and a half after being acquired by Microsoft, GitHub has integrated the company's popular source code editor, Visual Studio Code (VSC), and …. ICLR 2020, Addis Ababa, Ethiopia HOME CALL FOR PAPERS DATES PROGRAM ORGANIZERS. Tim Rocktäschel is a Research Scientist at Facebook AI Research (FAIR) London and a Lecturer in the Department of Computer Science at University College London (UCL). Reviewer, Neural Information Processing Systems (NeurIPS) 2020, Vancouver, Canada, Dec 6-12, 2020. ICLR, 2020. For more details: Project webpage: https://devendrachaplot. ICLR 2020: Two new papers on analyzing and improving the training of Transformers. [New] Discovering Motor Programs by Recomposing Demonstrations Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta ICLR, 2020 pdf abstract bibtex We learn a space of motor primitives from unannotated robot demonstrations, and show these primitives are semantically meaningful and can be composed for new robot tasks. NatureNeuroscience, 11(4):389-397, April 2008. Publications Sungyong Seo*, Chuizheng Meng* and Yan Liu, Physics-aware Di erence Graph Net-works for Sparsely-Observed Dynamics International Conference on Learning Representations (ICLR) 2020 Changwei Hu, Yifan Hu and Sungyong Seo, A Deep Structural Model for Analyzing Correlated Multivariate Time Series. [New] Discovering Motor Programs by Recomposing Demonstrations Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta ICLR, 2020 pdf abstract bibtex We learn a space of motor primitives from unannotated robot demonstrations, and show these primitives are semantically meaningful and can be composed for new robot tasks. ICLR 2020 - Call For Papers. D student in Computer Engineering at University of Southern California under professor Viktor K. io Education CarnegieMellonUniversity Pittsburgh,PA,USA Ph. Abstract: Neural networks can approximate complex functions, but they struggle to perform exact arithmetic operations over real numbers. I am a 4th year Ph. I still haven't. I gave a talk at Wayfair, Boston, MA. Sun Dec 2nd through Sat the 8th, 2018. Fully virtual conference structure. 19 - Invited to serve as PC/Reviewer of ICLR 2020. Partial or Complete, That's The Question Qiang Ning, Hangfeng He, Chuchu Fan, and Dan Roth In NAACL 2019. ICLR 2020, "Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering" Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang Machine Reading for Question Answering Workshop at EMNLP 2019. Update: Given the recent concerns around COVID19, ICLR 2020 will be a fully virtual conference. ICLR, 2020. Camera-ready Submissions. Dec 2019 - Our TabFact paper was accepted to ICLR 2020! Dec 2019 - I will be traveling to NeurIPS 2019 at Vancouver, BC, Canada, see you there. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful representations of data. February 2020: A new preprint on modeling latent skills for multitask language generation. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). Watch Queue Queue. With Naman Agarwal, Elad Hazan, Cyril Zhang, and Yi Zhang. student in the Electrical and Computer Engineering department at Cornell University. Published as a conference paper at ICLR 2020 as leaky-integrate-and-fire (LIF), or integrate-and-fire (IF)) poses difficulty to conduct gradient descent based backpropagation. AISTATS decision are out and I got 2 papers accepted to the main conference!. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. European Conference on Computer Vision (ECCV) 2020. This page is hosted on Github using GitHub Pages. Visualizations Rating distribution. , 2015; Gal et al. 14546, 2020. 2020 : Sub-reviewer ICML 2020: 2019 : TPC Member ICLR 2020; Sub-reviewer ICML 2019, IJCAI 2019, NeurIPS 2019, AAAI 2020. Stay Foolish. Rating distribution. [ paper ] An interpretable LSTM neural network for autoregressive exogenous model. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful. 2019: Haoming Jiang's recent collabrative work with Microsoft Dynamics 365 AI and Microsoft Research AI (paper, code) achieves state-of-the-art results in 5 of 9 GLUE benchmark tasks and an overall GLUE task performance 89. DeepV2D: Video to Depth with Differentiable Structure form Motion Zachary Teed and Jia Deng ICLR, 2020 paper / code. (Poster Spotlight). - Steve Jobs 2005". Virtual Logistics. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. Before coming to stanford, I completed my undergrad at Tsinghua University. ICLR 2019 - Call For Papers. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. Tensorflow Optimizer With Naman Agarwal, Brian Bullins, Elad Hazan, Karan Singh, Cyril Zhang, and Yi Zhang. [02/27/2020] I gave a colloquium talk at the University of Southern California. Prior to this, I received B. Byeongchang Kim, Jaewoo Ahn, Gunhee Kim ICLR 2020 (spotlight) Theme by Xiaoying RileyXiaoying Riley. Prior to that, he was a Postdoctoral Researcher in the Whiteson Research Lab, a Stipendiary Lecturer in Computer. I have gathered the exact data which is summarized in the following plot:. ICLR, 2020. Want to be notified of new releases in taki0112/UGATIT ? If nothing happens, download GitHub Desktop and try again. [09/14/2019] I will be serving as an Area Chair for the "QA and Reasoning" area at AKBC 2020. [email protected] is maintained by the PML4DC Organizers. Variational Template Machine for Data-to-Text Generation Rong Ye*, Wenxian Shi*, Hao Zhou, Zhongyu Wei, Lei Li To appear in ICLR, 2020. Please submit your papers here and win the best paper award! [12/19] We have four papers accepted to ICLR 2020. Submitted to Foundations of Computational Mathematics, 2020 (ICLR'20 oral, full review score, top 48/2598 ˇ1. [10] Sebastien Racaniere & Andrew K. Subspace Networks for Few-shot Classification Arnout Devos, Matthias Grossglauser arXiv 2019. TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou and William Yang Wang ICLR 2020 []. Hae Beom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang ICLR 2020. AfricaNLP Workshop. I gave a talk on `Optimal Transport in Biomedical Imaging' in the British Applied Mathematics Colloquium 2019 (BAMC'19), at Unviersity of Bath, UK - April 25 2019. 5 years on language understanding and question answering. Reviewer, The the Thirty-seventh International Conference on Machine Learning (ICML 2020), Vienna, Austria, July 12-18, 2020. Sign up No description, website, or topics provided. Irina Rish on Meta-Reinforcement Learning. Comment: Shifts the data distribution by steering the latent code to fit camera movements and color changes. May 6-9, New Orleans The performance of machine learning methods is heavily dependent on the choice of data representation (or features) on which they are applied. ICLR 2020 spotlight presentation. 04, May 2020. The Differentiable Cross-Entropy Method. Regularized Weighted Low Rank Approximation with Frank Ban, David Woodruff. Clone with HTTPS. On the "steerability" of generative adversarial networks. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. ICLR 2020 (Spotlight). So far it looks like that the vast majority of reproduction attempts (more than 100) are still in progress. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. Invited Speaker at DOE AI Event. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. ICML-2018 · 30 Dec; ICLR. , 2018; Zhong et al. We presented our `Sliced-Wasserstein Auto-Encoder' paper in ICLR'19, New Orleans, LA, USA - May 9 2019. Lampinen, et al. I got my PhD in Computer Science at UCSD, where I was lucky to have Prof. Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee. I am a second year Ph. The Local Elasticity of Neural Networks Hangfeng He and Weijie Su In ICLR 2020. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. Announcements: Final project reports are due on 04/09 11:59pm. Labeling training data is one of the biggest bottlenecks in machine learning today. Christopher Nolan above). Addis Ababa, Ethiopia. EducationI am currently a first year Ph. [Nov 2019] Our paper on neural process is accepted to AAAI 2020. I want to thank ICLR organizer for selecting me as a volunteer. Addis Ababa, Ethiopia. Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao — AAAI 2020. I am a 4th year Ph. 17-20 August 2020, Edmonton, AB, Canada. Online Learning of Quantum States. This is the video for the ICLR 2020 paper "Lagrangian Fluid Simulation with Continuous Convolutions", by B. AI for Earth Sciences #ai4earth at @ICLR2020 is streaming on April 26 PDT Home Schedule How to participate Speaker Info Calendar Organizers Committee Thank you for joining the 1st AI for Earth Sciences workshop virtually at ICLR and making it a success in these challenging times!!. Hui Shi, Yang Zhang, Xinyun Chen, Yuandong Tian, Jishen Zhao. February 2020: I will be serving as an area chair for EMNLP 2020. January 07, 2020 | 16 Minute Read 안녕하세요, 이번 포스팅에서는 2020년 4월 26일 ~ 30일 에티오피아 아디스아바바에서 열리는 ICLR 2020 학회에 accept된 687편의 논문들 중 제 관심사인 이미지 인식과 관련이 있는 21편의 논문을 추려서 간단하게 요약하여 설명을 하는 글을 작성할. I am a second year Ph. NeurIPS 2018 and QIP 2019. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful representations of data. 02 Our work on video object detection (MEGA) got accepted by CVPR 2020, which achieved new SOTA on ImageNet VID. 01/15/2020. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery. April 30, 2020. AfricaNLP Workshop. Visualizations Rating distribution. Ummenhofer, L. 2020 paper / code. means being highly related to my personal research interest. Aida Nematzadeh, Sebastian Ruder, and Dani Yogatama. Prior to that, he was a Postdoctoral Researcher in the Whiteson Research Lab, a Stipendiary Lecturer in Computer. Call For Papers Putting Africa on the NLP Map. Sun Dec 2nd through Sat the 8th, 2018. ICLR Workshop on Reproducibility in Machine Learning, 2019. Clone via HTTPS Clone with Git or checkout with SVN using the repository’s web address. Work that has been previously published (including in the ICLR 2020 main conference) will not be accepted at the workshop. These posts summarize our ICLR 2019, ICML 2019 and NeurIPS 2019 papers. Ni Lao (劳逆) I've graduated from Language Technologies Institute, School of Computer Science at Carnegie Mellon University. I will be going to AAAI and ICLR; please reach out if you are also going and interested in meeting!. These GitHub repositories include projects from a variety of data science fields – machine learning, computer vision, reinforcement learning, among others. Yu Bai and Jason D. ICLR 2020 We learnt a lot making #ICLR2020 a reality. Example Search Queries: cornell. April 30, 2020. Feb 20, 2020. Kristian Hartikainen, Xinyang Geng, Tuomas Haarnoja*, and Sergey Levine*. Invited Speaker at DOE AI Event. [R] ICLR 2020 Oral, Adversarial Training and Provable Defenses: Bridging the Gap Research TL;DR: We propose a novel combination of adversarial training and provable defenses which produces neural network with state-of-the-art accuracy and certified robustness on CIFAR-10 with 2/255 L-infinity perturbation. One paper was accepted to ICLR 2020. (Poster) Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner. uk - Thomas Claburn. arXiv Preprint 2020 [Project page] Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives Anirudh Goyal, Shagun Sodhani, Jonathan Binas, Xue Bin Peng, Sergey Levine, Yoshua Bengio International Conference on Learning Representations (ICLR 2020) [Project page] Reward-Conditioned Policies. Yichi Zhang. Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. Key Takeaways from ICLR 2020. DeepV2D: Video to Depth with Differentiable Structure form Motion Zachary Teed and Jia Deng ICLR, 2020 paper / code. ICLR论文解读~ 雷锋网AI科技评论按:本文对悉尼科技大学博士生董宣毅发表于 ICLR 2020 的录用Spotlight论文《NAS-BENCH-201: Extending the Scope of Reproducible Neural. [project page] Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta and Roozbeh Mottaghi. One paper got accepted by ICLR 2019. AISTATS decision are out and I got 2 papers accepted to the main conference!. Kamalika Chaudhuri as my advisor. Knowledge Graph Construction From Text Github. Junran Peng, Ming Sun , Zhaoxiang Zhang, Tieniu Tan, Junjie Yan NIPS, 2019. I gave a talk at Wayfair, Boston, MA. International Conference on Learning Representations (ICLR) April 26, 2020. WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang*, Colin Raffel*, Katherine Lee, Adam Roberts, Noah Fiedel, Karishma Malkan arXiv preprint arXiv:2004. 2019-11: 2 papers have been accepted by AAAI 2020. ICLR 2020, Addis Ababa, Ethiopia HOME CALL FOR PAPERS DATES PROGRAM ORGANIZERS. I got my PhD in Computer Science at UCSD, where I was lucky to have Prof. ICLR 2020 papers in two sentences This is a list of papers I went through during International Conference on Learning Representations (ICLR) 2020. Application period. [2020/02] Code for Capsules with Inverted Dot-Product Attention Routing (in ICLR 2020) is released. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Variational Template Machine for Data-to-Text Generation Rong Ye*, Wenxian Shi*, Hao Zhou, Zhongyu Wei, Lei Li To appear in ICLR, 2020. Ummenhofer, L. The program committee has officially stated that 935 conference submissions were presented, 505 more than last year (430 submissions on 2017). , 2014; Kingma et al. PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. For regularization, the noise is applied independently from the input and no attribution maps can be obtained. I have been working in the FPGA/PARALLEL COMPUTING LA. Before coming to stanford, I completed my undergrad at Tsinghua University. Cognitive science and artificial intelligence (AI) have a long-standing shared history. PDF / Code; Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang and Jingjing Liu "Hierarchical Graph Network for Multi-hop Question Answering. Input Convex Neural Networks for Optimal Voltage Regulation. More details to follow soon. Dismiss Join GitHub today. Dani Yogatama. Cambridge, UK. The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically. 17-20 August 2020, Edmonton, AB, Canada. 2019-12: 1 paper on adversarial attack has been accepted by ICLR 2020. means being highly related to my personal research interest. I am currently a principal researcher at Tencent AI Lab, working on machine learning and natural language processing. One paper is accepted by ICLR 2020. Paper on Learning to Solve Network Flow Problems via Neural Decoding. 2020-02: 1 paper on person re-id has been accepted by TPAMI. [Jan 2020] Our paper on high-fidelity synthesis with disentangled representation is now available at arXiv. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. [2019/10] Summary / Slides for Transformer Dissection (in EMNLP 2019) is released. The Local Elasticity of Neural Networks Hangfeng He and Weijie Su In ICLR 2020. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions Xiaochuang Han, Byron C. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu. [email protected] is maintained by the PML4DC Organizers. 1170-1182, December 2020. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). Published as a conference paper at ICLR 2020 2 RELATED WORK For value-based methods, an early attempt for scaling DQN was Nair et al. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. 2020) - Our paper "Massive vs. Addis Ababa, Ethiopia. One paper is accepted by ICLR 2020. I also worked as a Computer Vision Engineer at Prophesee where I developed tracking algorithms based on signals from neuromorophic. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. arXiv:2001. Tailin Wu and Ian Fischer. io Education CarnegieMellonUniversity Pittsburgh,PA,USA Ph. ICLR 2019 - Call For Papers. 12: Our paper on open-domain QA has been accepted to International Conference on Learning Representations (ICLR) 2020!. For example, among other results, we recently introduced new approaches and. Project page: https://xiaohangzhan. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Journal on Optimization, 2020 [link] [pdf] [code]. We present network embedding algorithms that capture information about a node from the local distribution over node attributes around it, as observed over random walks following an approach similar to Skip-gram. For more details: Project webpage: https://devendrachaplot. Generalized Inner Loop Meta-Learning. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Upon notification, we ask that authors of accepted papers address review comments, host their paper on the web (e. Aug 2019: New preprint on abductive commonsense reasoning. CVPR 2019 (oral) PDF Code Video. Reviewer, The International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia, April 27-30, 2020. Computation Reallocation for Object Detection. [2/2020] New work on model-based RL, Ready Policy One, was covered by VentureBeat (). The International Conference on Learning Representations (ICLR), 2020. A year and a half after being acquired by Microsoft, GitHub has integrated the company's popular source code editor, Visual Studio Code (VSC), and …. Deadline: HRI 2020. Icdar 2015 Github. Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, and Caiming Xiong Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering International Conference on Learning Representations (ICLR), 2020. September 2019 : ICLR submission. I am a member of the Computer Systems Lab, advised by Zhiru Zhang. Star this repository, and then you can keep abreast of the latest developments of this booming research field. 2020-02: 1 paper on action recognition has been accepted by CVPR 2020. 12/19/2019. arXiv preprints. Practically, SNNs still lag behind ANNs, in terms of performance or accuracy, in traditional learning tasks. student in the Electrical and Computer Engineering department at Cornell University. Are you ready to take that next big step in your machine learning journey? Working on toy datasets and using popular data science libraries and frameworks is a good start. It takes a single RGB-D input image and converts it into a 3D photo. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. International Conference on Learning Representations (ICLR) April 26, 2020. @baicsworkshop · #BAICS2020. Time Reversal as Self-Supervision with Google Brain accepted to ICRA 2020 ; Our work on subgoal generation for visual planning, Hierarchical Foresight, accepted at ICLR 2020 Our work on one-shot visual imitation Neural Task Graphs accepted for Oral presentation at CVPR 2019 ; Awarded the 2018 National Science Foundation Graduate Research Fellowship. , Elman, 1990; Rumelhart and McClelland, 1986). Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. Published as a conference paper at ICLR 2020 st at ^at st+1 ˚t ˚t+1 embed embed forward inverse ˚^ t+1 RIDE Lfw Linv Rcur embed t ˇ at Figure 1: RIDE rewards the agent for actions that have an impact on the state representation (RIDE),. data science: arxiv: 2020: transformation importance with applications to cosmology: singh*, ha*, lanusse, boehm, liu & yu: ml: iclr workshop (spotlight talk) 2019. Yen-Chun Chen*, Linjie Li*, Licheng Yu*, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng and Jingjing Liu "UNITER: UNiversal Image-TExt Representation Learning", 2019. Neural Information Processing Systems (NeurIPS) 2020. ; A Tight and Unified Analysis of Extragradient for a Whole Spectrum of Differentiable Games, joint work with Waïss Azizian, Ioannis Mitliagkas and Simon Lacoste-Julien. June 2019 : I was at CVPR 2019. Janurary 15, 2020, Two Postdoc positions openning on “Safe Reinforcement Learning for Motion Planning” funded by AnKobot. Stop by our booth!. 12/2019: Our. 9%) [link] [pdf]. Now, let's dig in! 1. Addis Ababa, Ethiopia 4 mentions: Keywords: iclr Date: 2020/04/26 02:21 pml4dc. For her PhD dissertation she investigated the information logistics of small and medium size food processors. This page is hosted on Github using GitHub Pages. (Poster Spotlight). Labeling training data is one of the biggest bottlenecks in machine learning today. Cognitive science and artificial intelligence (AI) have a long-standing shared history. Submitted to ICLR 2020. Song Han is an assistant professor at MIT EECS. Announcements: Final project reports are due on 04/09 11:59pm. 2020 Venues. Contact: sjzhao at stanford dot edu. Practical ML for Developing Countries Workshop @ ICLR 2020, This page is hosted on Github using GitHub Pages. Teaching Spring 2020: EE 554, Largescale Power Systems Fall 2019: EE 351, Energy Systems Spring 2019: EE 559, Data Science for Power Systems News. NeuLab Presentations at ACL 2019. GitHub Gist: instantly share code, notes, and snippets. Han's research focuses on efficient deep learning computing. PDF Video Code Project. Ari Holtzman, Jan Buys, Maxwell Forbes, and Yejin Choi In Proceedings of the International Conference on Learning Representations (ICLR), 2020 Abductive Commonsense Reasoning. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li*, Junxian He* (equal contribution), Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang EMNLP 2019 (short paper). I worked at Google for 5. 09/2019: We have a new paper on the Gambler's problem. ICLR 2020, Addis Ababa, Ethiopia HOME CALL FOR PAPERS DATES PROGRAM ORGANIZERS. Stop by our booth!. I am a 4-th year PhD student at Stanford Computer Science advised by Stefano Ermon. D degree in Hong Kong University of Science and Technology in 2006, and B. I gave a talk at Wayfair, Boston, MA. on arXiv), and then submit a link to where the paper is hosted to the workshop organizers by March 20th, 2020. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. For more details: Project webpage: https://devendrachaplot. ©2015 Xiaolong. I am an associate professor at The University of Texas at Austin. (Poster) Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner. Mali Shen*, Yun Gu *, Ning Liu and Guang-Zhong Yang, Context-Aware Depth and Pose Estimation for Bronchoscopic Navigatio , IEEE Robotics and Automation Letters , 2018 (Equal. Tian Guo*, Tao Lin*, Yao Lu. ICLR 2020, Oral Project Page: http://svrl. The composed embeddings are then convolved. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. Time Reversal as Self-Supervision with Google Brain accepted to ICRA 2020 ; Our work on subgoal generation for visual planning, Hierarchical Foresight, accepted at ICLR 2020 Our work on one-shot visual imitation Neural Task Graphs accepted for Oral presentation at CVPR 2019 ; Awarded the 2018 National Science Foundation Graduate Research Fellowship. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. [ paper ] An interpretable LSTM neural network for autoregressive exogenous model. inRobotics 2014-2019 Advisor:Prof. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. NeuLab members have thirteen main conference paper presentations at ACL 2019, are presenting a paper and running a shared task at the co-located WMT 2019, and are presenting a paper at the BlackBoxNLP workshop!Come visit our posters/presentations if you're in Florence for the conferences. Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control Tsui-Wei Weng, Krisnamurthy (Dj) Dvijotham, Jonathan Uesato, Kai Xiao, Sven Gowal, Robert Stanforth, Pushmeet Kohli Proceedings of the International Conference on Learning Representations (ICLR), 2020 We study the problem of continuous control agents in deep RL with adversarial attacks and propose the first two. HotpotQA is a question answering dataset featuring natural, multi-hop questions, with strong supervision for supporting facts to enable more explainable question answering systems. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. ML/DL/AI Research with applications to CV/NLP, etc. Yunzhu Li*, Hao He*, Jiajun Wu, Dina Katabi, and Antonio Torralba Learning Compositional Koopman Operators for Model-Based Control ICLR 2020, [Project] [Paper] [Code] [BibTex] [Video] [Poster] Spotlight Presentation Abridged in NeurIPS 2019 workshop on Graph Representation Learning [Link]. 2019: Haoming Jiang's recent collabrative work with Microsoft Dynamics 365 AI and Microsoft Research AI (paper, code) achieves state-of-the-art results in 5 of 9 GLUE benchmark tasks and an overall GLUE task performance 89. AI for Earth Sciences #ai4earth at @ICLR2020 is streaming on April 26 PDT Home Schedule How to participate Speaker Info Calendar Organizers Committee Thank you for joining the 1st AI for Earth Sciences workshop virtually at ICLR and making it a success in these challenging times!!. from Duke University in 2013, Master's from the. Before that, I spent 12 years in Visual Computing group, Microsoft Research Asia. This is informative about self-supervision and the role of augmentations. ACL is the premier conference of the field of computational linguistics, covering a broad spectrum of diverse research areas that are. Dec 2019: 1 paper accepted to ICLR 2020. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. , PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search, ICLR 2020; Zhou et al. Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections. 19 - Awarded ACL scholarship. Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. To add/edit a conference, send in a pull request. Irina Rish on Meta-Reinforcement Learning. AISTATS 2020. Addis Ababa, Ethiopia 4 mentions: Keywords: iclr Date: 2020/04/26 02:21 pml4dc. HotpotQA is a question answering dataset featuring natural, multi-hop questions, with strong supervision for supporting facts to enable more explainable question answering systems. The work is accepted at ICLR 2020 and the workshop of OptRL in NeurIPS 2019. 2019-12-20: Our proposed V4D, a principled video-level represenation learning framework, is accepted by ICLR 2020. Dec 2019 - Invited to serve as Program Committee for ACL 2020, IJCAI 2020. This work defines and solves the scene de-occlusion problem without manual annotations of ordering or amodal masks. EducationI am currently a first year Ph. 2020-02: 1 paper on person re-id has been accepted by TPAMI. 2020-2021 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics Update : 2020-3-6 Jackie Tseng , TCVIL Lab. Analysis of the optimization landscapes for overcomplete representation learning. Tailin Wu and Ian Fischer. I am a fourth year Ph. June 15th, 2020 Seattle, Washington in conjunction with CVPR 2020 Computer Vision has a long history of academic research, and recent advances in deep learning have provided significant improvements in the ability to understand visual content. D degree in Hong Kong University of Science and Technology in 2006, and B. For example, among other results, we recently introduced new approaches and. I completed my PhD in Electrical Engineering at University of California, Los Angeles (UCLA), in June 2014, where I worked in Adaptive. GitHub rolls out hosted Visual Studio Code in Codespaces theregister. Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin, ICLR, 2020. 8th International Conference on Learning Representations (ICLR). Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. At UCL, he is a member of the UCL Centre for Artificial Intelligence and the UCL Natural Language Processing group. Multi-Task Reinforcement Learning with Soft Modularization. The set S 0 can capture wide range of specifications such as L pperturbations (Wong & Kolter, 2018), geometric transformations (Balunovic et. Haggai Maron, Gal Chechik Preprint, 2020. Intuitively, these bounds are based on the following idea: If a classifier can accurately distinguish between samples drawn from the joint p(x;y) and those drawn from the product of marginals p(x)p(y), then Xand Yhave a high MI. Avrim Blum). , Elman, 1990; Rumelhart and McClelland, 1986). I received my Ph. Research Interests (Ranked by the amount of time I spend thinking about each topic, as of Jan 2020). Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). The deadline for submitting camera-ready submission is the 14 February 2020. I am also a core faculty member in the Department of Statistics and Data Sciences (SDS) at the College of Natural Sciences. Regularized Weighted Low Rank Approximation with Frank Ban, David Woodruff. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful. Awesome-AutoML-Papers. 2019-20 New Year review January 9, 2020 Retrospective on the specification gaming examples list December 20, 2019 Classifying specification problems as variants of Goodhart’s Law August 19, 2019. Application period. edu ABSTRACT. iclr 2020 Yuhui Xu , Lingxi Xie , Xiaopeng Zhang , Xin Chen, Guo-Jun Qi , Qi Tian , Hongkai Xiong accepted by International Conference on Learning Representations (ICLR 2020) [ PDF ][ Code ]. Kaushik Mitra; Chennai, India: IIT for Villages - Volunteered to teach Physics and Mathematics for Higher Secondary School students from underprivileged sections of the society (2013-2017) Service. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. student at Gatsby under the supervision of Arthur Gretton. ICLR 2020 was held between 26th April and 1st May, and it was a fully virtual conference. Submitted papers are expected to introduce novel ideas or results. Published as a conference paper at ICLR 2020 The Behaviour Suite for Reinforcement Learning is a not a replacement for 'grand challenge' undertakings in artificial intelligence, or a leaderboard to climb. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization, ICLR 2020 Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun arXiv version. February 2020: I will be serving as an area chair for EMNLP 2020. Get in touch moonfolk [AT] umich [DOT] edu. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. Call For Papers Putting Africa on the NLP Map. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. "Automatic Goal Generation for Reinforcement Learning Agents" ICML 2019. Are Transformers universal approximators of sequence-to-sequence functions? Large Batch Optimization for Deep Learning: Training BERT in 76 minutes. I am an associate professor at The University of Texas at Austin. 2020: Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations: 2021: Temporal Difference Weighted Ensemble For Reinforcement Learning: 2022: Task Level Data Augmentation for Meta-Learning: 2023: Effect of top-down connections in Hierarchical Sparse Coding: 2024. We invite submissions to the 2020 International Conference on Learning Representations, and welcome paper submissions from all areas of machine learning and deep learning. Dec 2019: 1 paper accepted to ICLR 2020. This page is hosted on Github using GitHub Pages. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. Song Han is an assistant professor at MIT EECS. jacobsen [at] vectorinstitute. ICLR 2019 - Call For Papers. Abstract Arxiv GitHub (TensorFlow) GitHub. PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. [02/27/2020] I gave a colloquium talk at the University of Southern California. Aida Nematzadeh, Sebastian Ruder, and Dani Yogatama. 09/02/2020: I am sering as a member of the programme committee for the ICLR 2020 workshop "Tackling Climate Change with Machine Learning". Yunzhu Li*, Hao He*, Jiajun Wu, Dina Katabi, and Antonio Torralba Learning Compositional Koopman Operators for Model-Based Control ICLR 2020, [Project] [Paper] [Code] [BibTex] [Video] [Poster] Spotlight Presentation Abridged in NeurIPS 2019 workshop on Graph Representation Learning [Link]. ICLR 2020 - Call For Papers. Please cite our paper as below if you use the TabFact dataset. Composition-Based Multi-Relational Graph Convolutional Networks. This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2020 OpenReview webpages. April 2019 : BMVC. edu/ Code: https://github. Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. Kakade, Jason D. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. Partial or Complete, That's The Question Qiang Ning, Hangfeng He, Chuchu Fan, and Dan Roth In NAACL 2019. However, the gradients of the expected. Previously, I was a postdoc in the lab of Matthias Bethge in Tübingen and a Ph. AISTATS 2020. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). 19 - Invited to serve as PC/Reviewer of ICLR 2020. Shuai Zheng Ph. 4246 for rejected papers. Submitted to ICLR 2020. degree in Peking University in 2001, respectively. Input Convex Neural Networks for Optimal Voltage Regulation. 2020-04-16: The code of our published papers will be made available at Github: MCG-NJU. The next video is starting stop. Make sure to follow #avhackoftheday to get your daily dose of freshly. ICLR (Best) W: Approximated Oracle Filter Pruning for Destructive CNN Width Optimization github:. com/YyzHarry/SV-RL Value-based methods constitute a fundamental methodology in planning. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. 02 Jan 2020 in Paper Lists. I have gathered the exact data which is summarized in the following plot:. SGD Learns One-Layer Networks in WGANs. Jörn-Henrik Jacobsen Contact: j. Hongtao Lin, Jun Yan, Meng Qu, Xiang Ren. Sign up No description, website, or topics provided. The deadline for submitting camera-ready submission is the 14 February 2020. Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. edu/ Code: https://github. Partial or Complete, That's The Question Qiang Ning, Hangfeng He, Chuchu Fan, and Dan Roth In NAACL 2019. Please cite our paper as below if you use the TabFact dataset. The work is accepted at ICLR 2020 and the workshop of OptRL in NeurIPS 2019. io Tweet Referring Tweets @timnitGebru Will be ready to go at 6am PST for our workshop on practical ML for developing countries:. Papers Related to My PhD Thesis-Example Weighting in Classification and Distance Metric Learning · 24 Feb; AAAI-2020 · 21 Feb; arXiv-2020 · 16 Feb; ICLR-2020 · 02 Jan. 2020: Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations: 2021: Temporal Difference Weighted Ensemble For Reinforcement Learning: 2022: Task Level Data Augmentation for Meta-Learning: 2023: Effect of top-down connections in Hierarchical Sparse Coding: 2024. AfricaNLP Workshop. 12/19/2019. Rethinking the Hyperparameters for Fine-tuning; WHY GRADIENT CLIPPING ACCELERATES TRAINING: A THEORETICAL JUSTIFICATION FOR ADAPTIVITY. ICLR 2020 (spotlight). PR: 146, 136, 150, 148 Congratulations! Thanks to all Reviewers! Many thanks to all our reviewers who spent their precious time to critically review the reports. Paper on Learning to Solve Network Flow Problems via Neural Decoding. What's New [Mar 27th, 2020] We wrote a Chinese blog about this paper at. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. Rethinking the Hyperparameters for. Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu International Conference on Learning Representations (ICLR) 2020; Counter-example guided learning of bounds on environment behavior Yuxiao Chen, Sumanth Dathathri, Tung M. Published as a conference paper at ICLR 2018 training set, i. ICLR 2020 Workshop. 在 ICLR 2020 会议上,新加坡国立大学与 Facebook AI 合著了一篇论文《Decoupling Representation and classifier for long-tailed recognition》,提出了一个新颖的解决角度:在学习分类任务的过程中,将通常默认为联合起来学习的类别特征表征与分类器解耦(decoupling),寻求合适的. At UCL, he is a member of the UCL Centre for Artificial Intelligence and the UCL Natural Language Processing group. [03/03/2020] I gave a colloquium talk at Yale University. Brandon Amos, Denis Yarats. Lampinen, et al. NeurIPS @ Montréal ·The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) Palais des Congrès de Montréal, Montréal CANADA. Neural Information Processing Systems (NeurIPS) 2020. arXiv Preprint 2020 [Project page] Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives Anirudh Goyal, Shagun Sodhani, Jonathan Binas, Xue Bin Peng, Sergey Levine, Yoshua Bengio International Conference on Learning Representations (ICLR 2020) [Project page] Reward-Conditioned Policies. December 2019: Flying to. Cognitive science and artificial intelligence (AI) have a long-standing shared history. 03/01/2020. ICCV 2019. Reviewer (ICLR 2019, ICML 2019, ICLR 2020, ICML 2020) Top Reviewer (NeurIPS 2018, NeurIPS 2019, NeurIPS 2020) Page generated 2020-04-01 18:30:20 PDT, by jemdoc. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li*, Junxian He* (equal contribution), Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang EMNLP 2019 (short paper). Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. ICLR 2020, "Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering" Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang Machine Reading for Question Answering Workshop at EMNLP 2019. Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. [NEW] Our Part-A^2 paper got accepted by T-PAMI 2020, code are available at PartA2-Net. Rough notes on a bunch of ICLR conference papers. The intermediate FF layers are often quite large. Yichi Zhang. [email protected] is maintained by the PML4DC Organizers. Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee. [10/25/2019] I will be co-organizing the 5th Workshop on RepL4NLP, hosted at ACL 2020. Published as a conference paper at ICLR 2020 ONCE-FOR-ALL: TRAIN ONE NETWORK AND SPE-CIALIZE IT FOR EFFICIENT DEPLOYMENT Han Cai 1, Chuang Gan2, Tianzhe Wang 1, Zhekai Zhang , Song Han 1Massachusetts Institute of Technology, 2MIT-IBM Watson AI Lab fhancai, chuangg, [email protected] A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. Chen Dan’s Homepage. The next video is starting stop. - Steve Jobs 2005". If you have any feature suggestions, please let me know. Qualifying Exam, 2017. Also, if you have your own Data Science hacks, tips, and tricks, you can share it with the open community on this GitHub repository: Data Science hacks, tips and tricks on GitHub. Visualizations Rating distribution. Sep 2019 - I have joined in Amazon Search (A9), Search and NLP group, Palo, Alto, USA as an Applied Scientist Intern. 04, May 2020. Early research in AI was inspired by human intelligence and shaped by cognitive scientists (e. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). D student in Computer Engineering at University of Southern California under professor Viktor K. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. I am a member of the Computer Systems Lab, advised by Zhiru Zhang. Qing Qu, Ju Sun, John Wright October 2016 IEEE Trans. Initially, the conference was supposed to take place in Addis Ababa, Ethiopia, however, due to the novel coronavirus pandemic, it went virtual. 9, which outperforms all existing models. [2019/10] Summary / Slides for Transformer Dissection (in EMNLP 2019) is released. Rating distribution. He proposed "Deep Compression" that can compress neural networks by an order of magnitude, and the hardware implementation. Journals: Unsupervised Neural Machine Translation with Cross-lingual Language Representation Agreement Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 2019-12: 1 paper on adversarial attack has been accepted by ICLR 2020. This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2020 OpenReview webpages. student at the University of Amsterdam under supervision of Arnold Smeulders.
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