Conferences · eligible papers

NeurIPS

2021–2025 確定版

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Machine Learning

2021 · 2,334 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

  1. 2021 · NeurIPS

    Well-tuned Simple Nets Excel on Tabular Datasets

    Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka

    Machine Learning

    日本大学: 関与なし(対象大学)

  2. 2021 · NeurIPS

    What Makes Multi-Modal Learning Better than Single (Provably)

    Yu Huang, Chenzhuang Du, Zihui Xue, Xuanyao Chen, Hang Zhao, Longbo Huang

    Machine Learning

    日本大学: 関与なし(対象大学)

  3. 2021 · NeurIPS

    What Matters for Adversarial Imitation Learning?

    Manu Orsini, Anton Raichuk, Leonard Hussenot, Damien Vincent, Robert Dadashi, Sertan Girgin, Matthieu Geist, Olivier Bachem, Olivier Pietquin, Marcin Andrychowicz

    Machine Learning

    日本大学: 関与なし(対象大学)

  4. 2021 · NeurIPS

    What can linearized neural networks actually say about generalization?

    Guillermo Ortiz-Jimenez, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard

    Machine Learning

    日本大学: 関与なし(対象大学)

  5. 2021 · NeurIPS

    What training reveals about neural network complexity

    Andreas Loukas, Marinos Poiitis, Stefanie Jegelka

    Machine Learning

    日本大学: 関与なし(対象大学)

  6. 2021 · NeurIPS

    What’s a good imputation to predict with missing values?

    Marine Le Morvan, Julie Josse, Erwan Scornet, Gael Varoquaux

    Machine Learning

    日本大学: 関与なし(対象大学)

  7. 2021 · NeurIPS

    When Are Solutions Connected in Deep Networks?

    Quynh N Nguyen, Pierre Bréchet, Marco Mondelli

    Machine Learning

    日本大学: 関与なし(対象大学)

  8. 2021 · NeurIPS

    When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work

    Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo

    Machine Learning

    日本大学: 関与なし(対象大学)

  9. 2021 · NeurIPS

    When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking

    Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

    Machine Learning

    日本大学: 関与なし(対象大学)

  10. 2021 · NeurIPS

    When Is Generalizable Reinforcement Learning Tractable?

    Dhruv Malik, Yuanzhi Li, Pradeep K. Ravikumar

    Machine Learning

    日本大学: 関与なし(対象大学)

  11. 2021 · NeurIPS

    When Is Unsupervised Disentanglement Possible?

    Daniella Horan, Eitan Richardson, Yair Weiss

    Machine Learning

    日本大学: 関与なし(対象大学)

  12. 2021 · NeurIPS

    When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?

    Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan

    Machine Learning

    日本大学: 関与なし(対象大学)

  13. 2021 · NeurIPS

    When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting

    Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodriguez, Chao Zhang, B. Aditya Prakash

    Machine Learning

    日本大学: 関与なし(対象大学)

  14. 2021 · NeurIPS

    Which Mutual-Information Representation Learning Objectives are Sufficient for Control?

    Kate Rakelly, Abhishek Gupta, Carlos Florensa, Sergey Levine

    Machine Learning

    日本大学: 関与なし(対象大学)

  15. 2021 · NeurIPS

    Who Leads and Who Follows in Strategic Classification?

    Tijana Zrnic, Eric Mazumdar, Shankar Sastry, Michael I. Jordan

    Machine Learning

    日本大学: 関与なし(対象大学)

  16. 2021 · NeurIPS

    Why Do Better Loss Functions Lead to Less Transferable Features?

    Simon Kornblith, Ting Chen, Honglak Lee, Mohammad Norouzi

    Machine Learning

    日本大学: 関与なし(対象大学)

  17. 2021 · NeurIPS

    Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning

    Colin Wei, Sang Michael Xie, Tengyu Ma

    Machine Learning

    日本大学: 関与なし(対象大学)

  18. 2021 · NeurIPS

    Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability

    Dibya Ghosh, Jad Rahme, Aviral Kumar, Amy Zhang, Ryan P. Adams, Sergey Levine

    Machine Learning

    日本大学: 関与なし(対象大学)

  19. 2021 · NeurIPS

    Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks

    Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong

    Machine Learning

    日本大学: 関与なし(対象大学)

  20. 2021 · NeurIPS

    Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

    Zinan Lin, Vyas Sekar, Giulia Fanti

    Machine Learning

    日本大学: 関与なし(対象大学)

  21. 2021 · NeurIPS

    Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation

    Lin Guan, Mudit Verma, Suna (Sihang) Guo, Ruohan Zhang, Subbarao Kambhampati

    Machine Learning

    日本大学: 関与なし(対象大学)

  22. 2021 · NeurIPS

    Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark

    Stefan O'Toole, Nir Lipovetzky, Miquel Ramirez, Adrian Pearce

    Machine Learning

    日本大学: 関与なし(対象大学)

  23. 2021 · NeurIPS

    Wisdom of the Crowd Voting: Truthful Aggregation of Voter Information and Preferences

    Grant Schoenebeck, Biaoshuai Tao

    Machine Learning

    日本大学: 関与なし(対象大学)

  24. 2021 · NeurIPS

    Word2Fun: Modelling Words as Functions for Diachronic Word Representation

    Benyou Wang, Emanuele Di Buccio, Massimo Melucci

    Machine Learning

    日本大学: 関与なし(対象大学)

  25. 2021 · NeurIPS

    XCiT: Cross-Covariance Image Transformers

    Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob J. Verbeek, Herve Jegou

    Machine Learning

    日本大学: 関与なし(対象大学)

  26. 2021 · NeurIPS

    XDO: A Double Oracle Algorithm for Extensive-Form Games

    Stephen McAleer, JB Lanier, Kevin A Wang, Pierre Baldi, Roy Fox

    Machine Learning

    日本大学: 関与なし(対象大学)

  27. 2021 · NeurIPS

    You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism

    Weijie Su

    Machine Learning

    日本大学: 関与なし(対象大学)

  28. 2021 · NeurIPS

    You Never Cluster Alone

    Yuming Shen, Ziyi Shen, Menghan Wang, Jie Qin, Philip Torr, Ling Shao

    Machine Learning

    日本大学: 関与なし(対象大学)

  29. 2021 · NeurIPS

    You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

    Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

    Machine Learning

    日本大学: 関与なし(対象大学)

  30. 2021 · NeurIPS

    You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership

    Xuxi Chen, Tianlong Chen, Zhenyu Zhang, Zhangyang Wang

    Machine Learning

    日本大学: 関与なし(対象大学)

  31. 2021 · NeurIPS

    Your head is there to move you around: Goal-driven models of the primate dorsal pathway

    Patrick Mineault, Shahab Bakhtiari, Blake Richards, Christopher Pack

    Machine Learning

    日本大学: 関与なし(対象大学)

  32. 2021 · NeurIPS

    Zero Time Waste: Recycling Predictions in Early Exit Neural Networks

    Maciej Wołczyk, Bartosz Wójcik, Klaudia Bałazy, Igor T Podolak, Jacek Tabor, Marek Śmieja, Tomasz Trzcinski

    Machine Learning

    日本大学: 関与なし(対象大学)

  33. 2021 · NeurIPS

    argmax centroid

    Chengyue Gong, Mao Ye, Qiang Liu

    Machine Learning

    日本大学: 関与なし(対象大学)

  34. 2021 · NeurIPS

    iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder

    Shifeng Zhang, Ning Kang, Tom Ryder, Zhenguo Li

    Machine Learning

    日本大学: 関与なし(対象大学)