hunoutl/paperlists huggingface dataset:
Title: Unsupervised Segmentation in Real-World Images via Spelke Object Inference
Authors: Honglin Chen, Rahul Venkatesh, Yoni Friedman, Jiajun Wu, Joshua B. Tenenbaum, Daniel L. K. Yamins, Daniel M. Bear
Affiliations: Department of Computer Science, Stanford; Department of Psychology, Stanford; Wu Tsai Neurosciences Institute, Stanford; Department of Computer Science, Stanford; Department of Psychology, Stanford; Wu Tsai Neurosciences Institute, Stanford; Department of Brain and Cognitive Sciences and CBMM, MIT
Conference: eccv 2018 ( track)
Title: VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
Authors: Yuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan, Ming-Ming Cheng
Affiliations: Platform Technologies, Tencent Online Video; Shanghai AI Laboratory; TMCC, CS, Nankai University; Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; ARC Lab, Tencent PCG
Conference: eccv 2018 ( track)
Title: VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance
Authors: Katherine Crowson, Stella Biderman, Daniel Kornis, Dashiell Stander, Eric Hallahan, Louis Castricato, Edward Raff
Affiliations: EleutherAI; AIDock; EleutherAI, Booz Allen Hamilton; Booz Allen Hamilton; EleutherAI, Georgia Institute of Technology
Conference: eccv 2018 ( track)
Title: Vector Quantized Image-to-Image Translation
Authors: Yu-Jie Chen, Shin-I Cheng, Wei-Chen Chiu, Hung-Yu Tseng, Hsin-Ying Lee
Affiliations: 3Meta; 1National Chiao Tung University, Taiwan 2MediaTek-NCTU Research Center; 4Snap Inc.
Conference: eccv 2018 ( track)
Title: ViTAS: Vision Transformer Architecture Search
Authors: Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Affiliations: The Chinese University of Hong Kong; University of Science and Technology of China; School of Computer Science, Faculty of Engineering, The University of Sydney; Department of Automation, THUAI, BNRist, Tsinghua University; Beijing University of Posts and Telecommunications; SenseTime Research
Conference: eccv 2018 ( track)
Title: Vibration-Based Uncertainty Estimation for Learning from Limited Supervision
Authors: Hengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian
Affiliations: School of Computer Science and Information Engineering, Hefei University of Technology; Institute of Data Space, Hefei Comprehensive National Science Center; Huawei Inc; School of Computer Science and Information Engineering, Hefei University of Technology
Conference: eccv 2018 ( track)
Title: Video Activity Localisation with Uncertainties in Temporal Boundary
Authors: Jiabo Huang, Hailin Jin, Shaogang Gong, Yang Liu
Affiliations: Adobe Research; Queen Mary University of London; Queen Mary University of London; Vision Semantics Limited; Wangxuan Institute of Computer Technology, Peking University; Beijing Institute for General Artificial Intelligence
Conference: eccv 2018 ( track)
Title: Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles
Authors: Guodong Wang, Yunhong Wang, Jie Qin, Dongming Zhang, Xiuguo Bao, Di Huang
Affiliations: CNCERT/CC, Beijing, China; SCSE, Beihang University, Beijing, China; CCST, NUAA, Nanjing, China; SKLSDE, Beihang University, Beijing, China
Conference: eccv 2018 ( track)
Title: Video Graph Transformer for Video Question Answering
Authors: Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
Affiliations: 2Sea-NExT Joint Lab, Singapore, 3Department of Computer Science, National University of Singapore; 1Sea AI Lab; 1Sea AI Lab, 2Sea-NExT Joint Lab, Singapore, 3Department of Computer Science, National University of Singapore
Conference: eccv 2018 ( track)
Title: Video Instance Segmentation via Multi-Scale Spatio-Temporal Split Attention Transformer
Authors: Omkar Thawakar, Sanath Narayan, Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer, Muhammad Haris Khan, Salman Khan, Michael Felsberg, Fahad Shahbaz Khan
Affiliations: MBZUAI, UAE and Linköping University, Sweden; Linköping University, Sweden; IIAI, UAE; Tianjin University, China; MBZUAI, UAE
Conference: eccv 2018 ( track)
Title: Video Interpolation by Event-Driven Anisotropic Adjustment of Optical Flow
Authors: Song Wu, Kaichao You, Weihua He, Chen Yang, Yang Tian, Yaoyuan Wang, Ziyang Zhang, Jianxing Liao
Affiliations: Tsinghua University; Advanced Computing and Storage Lab, Huawei Technologies Co. Ltd
Conference: eccv 2018 ( track)
Title: Video Mask Transfiner for High-Quality Video Instance Segmentation
Authors: Lei Ke, Henghui Ding, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
Affiliations: The Hong Kong University of Science and Technology; Kuaishou Technology; 1. Computer Vision Lab, ETH Z¨ urich; 2. The Hong Kong University of Science and Technology; Computer Vision Lab, ETH Z¨ urich
Conference: eccv 2018 ( track)
Title: View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums
Authors: Conghao Wong, Beihao Xia, Ziming Hong, Qinmu Peng, Wei Yuan, Qiong Cao, Yibo Yang, Xinge You
Affiliations: JD Explore Academy; Huazhong University of Science and Technology
Conference: eccv 2018 ( track)
Title: ViewFormer: NeRF-Free Neural Rendering from Few Images Using Transformers
Authors: Jonáš Kulhánek, Erik Derner, Torsten Sattler, Robert Babuška
Affiliations: Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague; Cognitive Robotics, Faculty of 3mE, Delft University of Technology
Conference: eccv 2018 ( track)
Title: VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data
Authors: Jiajun Su, Chunyu Wang, Xiaoxuan Ma, Wenjun Zeng, Yizhou Wang
Affiliations: Dept. of Computer Science, Peking University; EIT Institute for Advanced Study; Center for Data Science, Peking University; Microsoft Research Asia; Center on Frontiers of Computing Studies, Peking University
Conference: eccv 2018 ( track)
Title: W2N: Switching from Weak Supervision to Noisy Supervision for Object Detection
Authors: Zitong Huang, Yiping Bao, Bowen Dong, Erjin Zhou, Wangmeng Zuo
Affiliations: Harbin Institute of Technology; Harbin Institute of Technology, Peng Cheng Laboratory; MEGVII Technology
Conference: eccv 2018 ( track)
Title: WISE: Whitebox Image Stylization by Example-Based Learning
Authors: Winfried Lötzsch, Max Reimann, Martin Büssemeyer, Amir Semmo, Jürgen Döllner, Matthias Trapp
Affiliations: Hasso Plattner Institute, University of Potsdam, Germany; Digital Masterpieces GmbH, Germany
Conference: eccv 2018 ( track)
Title: Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal
Authors: Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao
Affiliations: SKLOIS, Institute of Information Engineering, CAS, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China; University of Munich, Munich, Germany; SKLOIS, Institute of Information Engineering, CAS, Beijing, China; School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University, Shenzhen 518107, China; Ant Group, Beijing, China; Tencent Security Zhuque Lab, Beijing, China
Conference: eccv 2018 ( track)
Title: WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation
Authors: Mengping Yang, Zhe Wang, Ziqiu Chi, Wenyi Feng
Affiliations: Department of Computer Science and Engineering, East China University of Science and Technology, China; Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, China
Conference: eccv 2018 ( track)
Title: Waymo Open Dataset: Panoramic Video Panoptic Segmentation
Authors: Jieru Mei, Alex Zihao Zhu, Xinchen Yan, Hang Yan, Siyuan Qiao, Yukun Zhu, Liang-Chieh Chen, Henrik Kretzschmar
Affiliations: Waymo LLC; Johns Hopkins University; Google Research
Conference: eccv 2018 ( track)
Title: WeLSA: Learning to Predict 6D Pose from Weakly Labeled Data Using Shape Alignment
Authors: Shishir Reddy Vutukur, Ivan Shugurov, Benjamin Busam, Andreas Hutter, Slobodan Ilic
Affiliations: Siemens Technology; Technical University of Munich; 1. Technical University of Munich, 2. Siemens Technology
Conference: eccv 2018 ( track)
Title: Weakly Supervised 3D Scene Segmentation with Region-Level Boundary Awareness and Instance Discrimination
Authors: Kangcheng Liu, Yuzhi Zhao, Qiang Nie, Zhi Gao, Ben M. Chen
Affiliations: Wuhan University, China; Tencent Youtu Lab, China; City University of Hong Kong, China; The Chinese University of Hong Kong, China
Conference: eccv 2018 ( track)
Title: Weakly Supervised Grounding for VQA in Vision-Language Transformers
Authors: Aisha Urooj, Hilde Kuehne, Chuang Gan, Niels Da Vitoria Lobo, Mubarak Shah
Affiliations: University of Central Florida, Orlando, FL, USA; Goethe University Frankfurt, Frankfurt, Hesse, Germany; MIT-IBM Watson AI Lab, Cambridge, MA, USA
Conference: eccv 2018 ( track)
Title: Weakly Supervised Object Localization through Inter-class Feature Similarity and Intra-Class Appearance Consistency
Authors: Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li
Affiliations: School of Biomedical Engineering & Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, China, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China; Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism and Integrative Biology, Fudan University; School of Science and Engineering, The Chinese University of Hong Kong(Shenzhen), Shenzhen Research Institute of Big Data, The Future Network of Intelligence Institute
Conference: eccv 2018 ( track)
Title: Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
Authors: Dae-Young Song, Geonsoo Lee, HeeKyung Lee, Gi-Mun Um, Donghyeon Cho
Affiliations: Electronics and Telecommunication Research Institute, Daejeon, South Korea; Chungnam National University, Daejeon, South Korea
Conference: eccv 2018 ( track)
Title: What Matters for 3D Scene Flow Network
Authors: Guangming Wang, Yunzhe Hu, Zhe Liu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan, Hesheng Wang
Affiliations: MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University; Department of Automation, Key Laboratory of System Control and Information Processing of Ministry of Education, Key Laboratory of Marine Intelligent Equipment and System of Ministry of Education, Shanghai Jiao Tong University; Mechanical Systems Control Laboratory, University of California, Berkeley
Conference: eccv 2018 ( track)
Title: What to Hide from Your Students: Attention-Guided Masked Image Modeling
Authors: Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
Affiliations: Institute of Advanced Research in Artificial Intelligence (IARAI) Athena RC; University of Crete IACM-Forth; valeo.ai; National Technical University of Athens
Conference: eccv 2018 ( track)
Title: When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Authors: Bohan Li, Ye Yuan, Dingkang Liang, Xiao Liu, Zhilong Ji, Jinfeng Bai, Wenyu Liu, Xiang Bai
Affiliations: Huazhong University of Science and Technology; Tomorrow Advancing Life
Conference: eccv 2018 ( track)
Title: Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification
Authors: Yang Liu, Lei Zhou, Pengcheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R. Hancock
Affiliations: University of York, U.K.; Griffith University, Australia; School of Computer Science and Engineering, State Key Laboratory of Software Development Environment, Jiangxi Research Institute, Beihang University, China; RIKEN AIP, Tokyo, Japan; The University of Tokyo, Japan
Conference: eccv 2018 ( track)
Title: X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
Authors: Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Kun Wang, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao
Affiliations: Sun Yat-sen University; College of Software, Beihang University; Shanghai AI Laboratory; S-Lab, Nanyang Technological University; Carnegie Mellon University; SenseTime Research
Conference: eccv 2018 ( track)
Title: You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding
Authors: Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang
Affiliations: Simon Fraser University, Burnaby, B.C. V5A 1S6, Canada; University of Pittsburgh, Pittsburgh, PA 15260, USA; Northeastern University, Boston, MA 02115, USA; Clemson University, Clemson, SC 29634, USA
Conference: eccv 2018 ( track)
Title: Zero-Shot Temporal Action Detection via Vision-Language Prompting
Authors: Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Affiliations: 1CVSSP, University of Surrey, UK; 3Surrey Institute for People-Centred Artificial Intelligence, University of Surrey, UK; 1CVSSP, University of Surrey, UK; 2iFlyTek-Surrey Joint Research Centre on Artificial Intelligence, UK
Conference: eccv 2018 ( track)
Title: A Closer Look at Memorization in Deep Networks
Authors: David Krueger, Yoshua Bengio, Stanislaw Jastrzebski, Maxinder S. Kanwal, Nicolas Ballas, Asja Fischer, Emmanuel Bengio, Devansh Arpit, Tegan Maharaj, Aaron Courville, Simon Lacoste-Julien
Conference: icml 2017 (main track)
Decision: Poster
Title: Deep Voice: Real-time Neural Text-to-Speech
Authors: Andrew Gibiansky, Mike Chrzanowski, Mohammad Shoeybi, Shubho Sengupta, Gregory Diamos, Sercan Arik, Jonathan Raiman, John Miller, Xian Li, Yongguo Kang, Adam Coates, Andrew Ng
Conference: icml 2017 (main track)
Decision: Poster
Title: ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Authors: Chirag Gupta, ARUN SUGGALA, Ankit Goyal, Saurabh Goyal, Ashish Kumar, Bhargavi Paranjape, Harsha Vardhan Simhadri, Raghavendra Udupa, Manik Varma, Prateek Jain
Conference: icml 2017 (main track)
Decision: Poster
Title: Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
Authors: Ken Kansky, Thomas Silver, David A Mély, Mohamed Eldawy, Miguel Lazaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, Scott Phoenix, Dileep George
Conference: icml 2017 (main track)
Decision: Poster
Title: Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs
Authors: Li Jing, Yichen Shen, Tena Dubcek, John E Peurifoy, Scott Skirlo, Yann LeCun, Max Tegmark, Marin Solja\v{c}i\'{c}
Conference: icml 2017 (main track)
Decision: Poster
Title: Adding seemingly uninformative labels helps in low data regimes
Authors: Christos Matsoukas, Albert Bou Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith
Conference: icml 2020 (main track)
Decision: Poster
Title: Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
Authors: Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, HAN LI, Jian Xu, Kun Gai
Conference: icml 2020 (main track)
Decision: Poster
Title: Fast computation of Nash Equilibria in Imperfect Information Games
Authors: Remi Munos, Julien Perolat, Jean-Baptiste Lespiau, Mark Rowland, Bart De Vylder, Marc Lanctot, Finbarr Timbers, Daniel Hennes, Shayegan Omidshafiei, Audrunas Gruslys, Mohammad Gheshlaghi Azar, Edward Lockhart, Karl Tuyls
Conference: icml 2020 (main track)
Decision: Poster
Title: Fully Parallel Hyperparameter Search: Reshaped Space-Filling
Authors: Marie-Liesse Cauwet, Camille Couprie, Julien Dehos, Pauline Luc, Jeremy Rapin, Morgane Riviere, Fabien Teytaud, Olivier Teytaud, Nicolas Usunier
Conference: icml 2020 (main track)
Decision: Poster
Title: How Good is the Bayes Posterior in Deep Neural Networks Really?
Authors: Florian Wenzel, Kevin Roth, Bastiaan Veeling, Jakub Swiatkowski, Linh Tran, Stephan Mandt, Jasper Snoek, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin
Conference: icml 2020 (main track)
Decision: Poster
Title: Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
Authors: Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, Yashaswi Pathak, Haoran Wei, Shengchao Liu, Shengchao Liu, Simon Blackburn, Karam Thomas, Connor Coley, Jian Tang, Sarath Chandar, Yoshua Bengio
Conference: icml 2020 (main track)
Decision: Poster
Title: Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks
Authors: Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly
Conference: icml 2020 (main track)
Decision: Poster
Title: Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization
Authors: Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama
Conference: icml 2020 (main track)
Decision: Poster
Title: Probing Emergent Semantics in Predictive Agents via Question Answering
Authors: Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Feilx Hill
Conference: icml 2020 (main track)
Decision: Poster
Title: Stabilizing Transformers for Reinforcement Learning
Authors: Emilio Parisotto, Francis Song, Jack Rae, Razvan Pascanu, Caglar Gulcehre, Siddhant Jayakumar, Max Jaderberg, Raphael Lopez Kaufman, Aidan Clark, Seb Noury, Matthew Botvinick, Nicolas Heess, Raia Hadsell
Conference: icml 2020 (main track)
Decision: Poster
Title: Stochastic Flows and Geometric Optimization on the Orthogonal Group
Authors: Krzysztof Choromanski, David Cheikhi, Jared Quincy Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tamas Sarlos, Adrian Weller, Vikas Sindhwani
Conference: icml 2020 (main track)
Decision: Poster
Title: The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
Authors: Jakub Swiatkowski, Kevin Roth, Bastiaan Veeling, Linh Tran, Joshua V Dillon, Jasper Snoek, Stephan Mandt, Tim Salimans, Rodolphe Jenatton, Sebastian Nowozin
Conference: icml 2020 (main track)
Decision: Poster
Title: UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training
Authors: Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon
Conference: icml 2020 (main track)
Decision: Poster
Title: Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
Authors: Jiaqi Zhai, Yunxing Liao, Xing Liu, Yueming Wang, Rui Li, Yazhi Gao, Zhaojie Gong, Xuan Cao, Fangda Gu, Michael He, Yinghai Lu, Yu Shi
Conference: icml 2024 (main track)
Decision: Poster
Title: Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
Authors: Mo Yu, Qiujing Wang, Shunchi Zhang, Yisi Sang, Kangsheng Pu, Zekai Wei, Han Wang, Liyan Xu, Jing Li, Yue Yu, Jie Zhou
Conference: icml 2024 (main track)
Decision: Poster
Title: MagicPose: Realistic Human Pose and Facial Expression Retargeting with Identity-aware Diffusion
Authors: Di Chang, Yichun Shi, Quankai Gao, Jessica Fu, Hongyi Xu, Guoxian Song, Qing Yan, Yizhe Zhu, Xiao Yang, Mohammad Soleymani
Conference: icml 2024 (main track)
Decision: Poster
Title: Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
Authors: Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
Conference: icml 2022 (main track)
Decision: Oral
Title: BabelTower: Learning to Auto-parallelized Program Translation
Authors: Yuanbo Wen, Qi Guo, Qiang Fu, XiaQing Li, jianxing xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Balancing Discriminability and Transferability for Source-Free Domain Adaptation
Authors: Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri, Deepesh Mehta, Shreyas Kulkarni, Varun Jampani, Venkatesh Babu Radhakrishnan
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Biological Sequence Design with GFlowNets
Authors: Moksh Jain, Emmanuel Bengio, Alex Hernandez-Garcia, Jarrid Rector-Brooks, Bonaventure Dossou, Chanakya Ekbote, Jie Fu, Tianyu Zhang, Michael Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Continual Learning with Guarantees via Weight Interval Constraints
Authors: Maciej Wołczyk, Karol J. Piczak, Bartosz Wójcik, Łukasz Pustelnik, Paweł Morawiecki, Jacek Tabor, Tomasz Trzcinski, Przemysław Spurek
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Deep Probability Estimation
Authors: Sheng Liu, Aakash Kaku, Weicheng Zhu, Matan Leibovich, Sreyas Mohan, Boyang Yu, Haoxiang Huang, Laure Zanna, Narges Razavian, Jonathan Niles-Weed, Carlos Fernandez-Granda
Conference: icml 2022 (main track)
Decision: Spotlight
Title: DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale
Authors: Samyam Rajbhandari, Conglong Li, Zhewei Yao, Minjia Zhang, Reza Yazdani Aminabadi, Ammar Ahmad Awan, Jeff Rasley, Yuxiong He
Conference: icml 2022 (main track)
Decision: Spotlight
Title: DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
Authors: Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Diversified Adversarial Attacks based on Conjugate Gradient Method
Authors: Keiichiro Yamamura, Haruki Sato, Nariaki Tateiwa, Nozomi Hata, Toru Mitsutake, Issa Oe, Hiroki Ishikura, Katsuki Fujisawa
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Flashlight: Enabling Innovation in Tools for Machine Learning
Authors: Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Flow-Guided Sparse Transformer for Video Deblurring
Authors: Jing Lin, Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Youliang Yan, Xueyi Zou, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool
Conference: icml 2022 (main track)
Decision: Spotlight
Title: From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers
Authors: Krzysztof Choromanski, Han Lin, Haoxian Chen, Tianyi Zhang, Arijit Sehanobish, Valerii Likhosherstov, Jack Parker-Holder, Tamas Sarlos, Adrian Weller, Thomas Weingarten
Conference: icml 2022 (main track)
Decision: Spotlight
Title: GACT: Activation Compressed Training for Generic Network Architectures
Authors: Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joseph Gonzalez, Michael Mahoney, Alvin Cheung
Conference: icml 2022 (main track)
Decision: Spotlight
Title: GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
Authors: Nan Du, Yanping Huang, Andrew Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, William Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc Le, Yonghui Wu, Zhifeng Chen, Claire Cui
Conference: icml 2022 (main track)
Decision: Spotlight
Title: General-purpose, long-context autoregressive modeling with Perceiver AR
Authors: Curtis Hawthorne, Andrew Jaegle, Cătălina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, Joao Carreira, Jesse Engel
Conference: icml 2022 (main track)
Decision: Spotlight