Elamur Research⌕
☰
home / venues / NeurIPS / 2022 / papers / page 10

NeurIPS 2022: all accepted papers

2,834 papers · page 10 of 29 · the most cited first · ← NeurIPS 2022

1 … 9 10 11 … 20 … 29

  1. Generating Training Data with Language Models: Towards Zero-Shot Language Understanding ↗Yu Meng, Jiaxin Huang, Yu bao Zhang et al.8 citations
  2. Global Convergence and Stability of Stochastic Gradient Descent ↗Vivak Patel, Shushu Zhang, Bowen Tian8 citations
  3. Gold-Standard Solutions to the Schrödinger Equation Using Deep Learning: How Much Physics Do We Need? ↗Leon Gerard, Michael Scherbela, Philipp Marquetand et al.8 citations
  4. GraphDE: A Generative Framework for Debiased Learning and Out-Of-Distribution Detection on Graphs ↗Zenan Li, Qitian Wu, Fan Nie et al.8 citations
  5. Insights into Pre-Training Via Simpler Synthetic Tasks ↗Yuhuai Wu, Felix Li, Percy Liang8 citations
  6. Knowledge-Aware Bayesian Deep Topic Model ↗Dongsheng Wang, Yi Shi Xu, Miaoge Li et al.8 citations
  7. Learning Substructure Invariance for Out-Of-Distribution Molecular Representations ↗Nianzu Yang, Kaipeng Zeng, Qitian Wu et al.8 citations
  8. LogiGAN: Learning Logical Reasoning Via Adversarial Pre-Training ↗Xinyu Pi, Wanjun Zhong, Yan Gao et al.8 citations
  9. Look Where You Look! Saliency-Guided Q-Networks for Generalization in Visual Reinforcement Learning ↗David Bertoin, Adil Zouitine, Mehdi Zouitine et al.8 citations
  10. Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks Via Matrix Differential Equations ↗Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch et al.8 citations
  11. M2N: Mesh Movement Networks for PDE Solvers ↗Wenbin Song, Mingrui Zhang, Joseph G. Wallwork et al.8 citations
  12. MaskTune: Mitigating Spurious Correlations by Forcing to Explore ↗Saeid Asgari Taghanaki, Aliasghar Khani, Fereshte Khani et al.8 citations
  13. Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-Set Active Learning ↗Dongmin Park, Yooju Shin, Jihwan Bang et al.8 citations
  14. Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief ↗Kaiyang Guo, Shao Yunfeng, Yanhui Geng8 citations
  15. Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations ↗Albert Wilcox, Ashwin Balakrishna, Jules Dedieu et al.8 citations
  16. Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-Of-Distribution Generalization ↗Weijia Zhang, Min-Ling Zhang, Hanwen Deng et al.8 citations
  17. Mutual Information Divergence: A Unified Metric for Multimodal Generative Models ↗Jin-Hwa Kim, Yunji Kim, Jiyoung Lee et al.8 citations
  18. Natural Gradient Enables Fast Sampling in Spiking Neural Networks ↗Paul Masset, Jacob A. Zavatone-Veth, J. Patrick Connor et al.8 citations
  19. NaturalProver: Grounded Mathematical Proof Generation with Language Models ↗Sean Welleck, Jiacheng Liu, Ximing Lu et al.8 citations
  20. NeuForm: Adaptive Overfitting for Neural Shape Editing ↗Connor Z. Lin, Niloy J. Mitra, Gordon Wetzstein et al.8 citations
  21. Non-Deep Networks ↗Ankit Goyal, Alexey Bochkovskiy, Jia Hao Deng et al.8 citations
  22. Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings ↗Yiren Jian, Chongyang Gao, Soroush Vosoughi8 citations
  23. OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs ↗Yangze Zhou, Gitta Kutyniok, Bruno Ribeiro8 citations
  24. Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks ↗Zhiyang Chen, Yousong Zhu, Zhaowen Li et al.8 citations
  25. PAC-Bayes Compression Bounds So Tight that They Can Explain Generalization ↗Sanae Lotfi, Marc Finzi, Sanyam Kapoor et al.8 citations
  26. Panchromatic and Multispectral Image Fusion Via Alternating Reverse Filtering Network ↗Keyu Yan, Man Zhou, Jie Huang et al.8 citations
  27. Plan to Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning ↗Zifan Wu, Chao Yu, Chen Chen et al.8 citations
  28. Polynomial Neural Fields for Subband Decomposition and Manipulation ↗Guandao Yang, Sagie Benaim, Varun Jampani et al.8 citations
  29. Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors ↗Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri et al.8 citations
  30. Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation ↗Kristian Georgiev, Samuel B. Hopkins8 citations
  31. Provable Defense Against Backdoor Policies in Reinforcement Learning ↗Shubham Bharti, Xuezhou Zhang, Adish Kumar Singla et al.8 citations
  32. Rank Diminishing in Deep Neural Networks ↗Ruili Feng, Kecheng Zheng, Yukun Huang et al.8 citations
  33. Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress ↗Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro et al.8 citations
  34. Rethinking Knowledge Graph Evaluation Under the Open-World Assumption ↗Haotong Yang, Zhouchen Lin, Muhan Zhang8 citations
  35. Robust Calibration with Multi-Domain Temperature Scaling ↗Yaodong Yu, Stephen Bates, Yi Ma et al.8 citations
  36. SelecMix: Debiased Learning by Contradicting-Pair Sampling ↗Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak et al.8 citations
  37. Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse ↗Lorenzo Noci, Sotiris Anagnostidis, Luca Biggio et al.8 citations
  38. Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity ↗Mucong Ding, Tahseen Rabbani, Bang An et al.8 citations
  39. SkinCon: A Skin Disease Dataset Densely Annotated by Domain Experts for Fine-Grained Debugging and Analysis ↗Roxana Daneshjou, Mert Yüksekgönül, Zhuo Ran Cai et al.8 citations
  40. Spatial Mixture-Of-Experts ↗Nikoli Dryden, Torsten Hoefler8 citations
  41. Spectral Bias in Practice: The Role of Function Frequency in Generalization ↗Sara Fridovich-Keil, Raphael Gontijo-Lopes, Rebecca Roelofs8 citations
  42. Temporally Disentangled Representation Learning ↗Weiran Yao, Guangyi Chen, Kun Zhang8 citations
  43. Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns ↗Laurynas Karazija, Subhabrata Choudhury, Iro Laina et al.8 citations
  44. Use-Case-Grounded Simulations for Explanation Evaluation ↗Valerie Chen, Nari Johnson, Nicholay Topin et al.8 citations
  45. Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-Of-Distribution Robustness ↗Francesco Pinto, Harry Yang, Ser Nam Lim et al.8 citations
  46. Video-Based Human-Object Interaction Detection from Tubelet Tokens ↗Danyang Tu, Wei Sun, Xiongkuo Min et al.8 citations
  47. Watermarking for Out-Of-Distribution Detection ↗Qizhou Wang, Tongliang Liu, Yonggang Zhang et al.8 citations
  48. What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods ↗Julien Colin, Thomas Fel, Rémi Cadène et al.8 citations
  49. When Does Differentially Private Learning Not Suffer in High Dimensions? ↗Xuechen Li, Daogao Liu, Tatsunori Hashimoto et al.8 citations
  50. When Does Group Invariant Learning Survive Spurious Correlations? ↗Yimeng Chen, Ruibin Xiong, Zhi-Ming Ma et al.8 citations
  51. When to Update Your Model: Constrained Model-Based Reinforcement Learning ↗Tianying Ji, Yu Luo, Fuchun Sun et al.8 citations
  52. WinoGAViL: Gamified Association Benchmark to Challenge Vision-And-Language Models ↗Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef et al.8 citations
  53. You Never Stop Dancing: Non-Freezing Dance Generation Via Bank-Constrained Manifold Projection ↗Jiangxin Sun, Chunyu Wang, Hu Huang et al.8 citations
  54. Zero-Shot 3D Drug Design by Sketching and Generating ↗Siyu Long, Yi Zhou, Xinyu Dai et al.8 citations
  55. 3D Concept Grounding on Neural Fields ↗Yining Hong, Yilun Du, Chunru Lin et al.7 citations
  56. A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks ↗Mingrui Liu, Zhenxun Zhuang, Yunwen Lei et al.7 citations
  57. A Deep Reinforcement Learning Framework for Column Generation ↗Cheng Chi, Amine Mohamed Aboussalah, Elias B. Khalil et al.7 citations
  58. Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation ↗Zhun Zhong, Yuyang Zhao, Gim Hee Lee et al.7 citations
  59. An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects ↗Thanh Vinh Vo, Arnab Bhattacharyya, Young Lee et al.7 citations
  60. An Investigation into Whitening Loss for Self-Supervised Learning ↗Xi Weng, Lei Huang, Lei Zhao et al.7 citations
  61. AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning ↗Lijun Zhang, Xiao Liu, Hui Guan7 citations
  62. Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms Or Independent Arms ↗Xutong Liu, Jinhang Zuo, Siwei Wang et al.7 citations
  63. Benchmarking Heterogeneous Treatment Effect Models Through the Lens of Interpretability ↗Jonathan Crabbé, Alicia Curth, Ioana Bica et al.7 citations
  64. Beyond Accuracy: Generalization Properties of Bio-Plausible Temporal Credit Assignment Rules ↗Yuhan Helena Liu, Arna Ghosh, Blake Richards et al.7 citations
  65. Beyond Mahalanobis Distance for Textual OOD Detection ↗Pierre Colombo, Eduardo Dadalto Camara Gomes, Guillaume Staerman et al.7 citations
  66. CS-Shapley: Class-Wise Shapley Values for Data Valuation in Classification ↗Stephanie Schoch, Haifeng Xu, Yangfeng Ji7 citations
  67. Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? ↗Yimeng Min, Frederik Wenkel, Michael Perlmutter et al.7 citations
  68. Conformal Prediction with Temporal Quantile Adjustments ↗Zhen Lin, Shubhendu Trivedi, Jimeng Sun7 citations
  69. Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations ↗Andreas Besginow, Markus Lange‐Hegermann7 citations
  70. Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering ↗Lingxiao Huang, Zhize Li, Jialin Sun et al.7 citations
  71. Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media ↗Yizhou Zhang, Defu Cao, Yan Liu7 citations
  72. DMAP: A Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body ↗Alberto Silvio Chiappa, Alessandro Marin Vargas, Alexander Mathis7 citations
  73. Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome ↗Elliott Gordon-Rodríguez, Thomas P. Quinn, John P. Cunningham7 citations
  74. Dataset Inference for Self-Supervised Models ↗Adam Dziedzic, Haonan Duan, Muhammad Ahmad Kaleem et al.7 citations
  75. Debiased, Longitudinal and Coordinated Drug Recommendation Through Multi-Visit Clinic Records ↗Hongda Sun, Shufang Xie, Shuqi Li et al.7 citations
  76. Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks ↗Hongjoon Ahn, Yongyi Yang, Quan Gan et al.7 citations
  77. Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks ↗Kaiwei Che, Luziwei Leng, Kaixuan Zhang et al.7 citations
  78. Differentially Private Learning Needs Hidden State (Or Much Faster Convergence) ↗Jiayuan Ye, Reza Shokri7 citations
  79. Distributional Convergence of the Sliced Wasserstein Process ↗Jiaqi Xi, Jonathan Weed7 citations
  80. Diverse Weight Averaging for Out-Of-Distribution Generalization ↗Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier et al.7 citations
  81. Efficient Architecture Search for Diverse Tasks ↗Jun-Hong Shen, Misha Khodak, Ameet Talwalkar7 citations
  82. Efficient Multi-Agent Communication Via Self-Supervised Information Aggregation ↗Cong Guan, Feng Chen, Lei Yuan et al.7 citations
  83. Equivariant Graph Hierarchy-Based Neural Networks ↗Jiaqi Han, Wenbing Huang, Tingyang Xu et al.7 citations
  84. Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning ↗Shikun Li, Xiaobo Xia, Hansong Zhang et al.7 citations
  85. Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models Under Realistic Distribution Shifts ↗Neeraj Wagh, Jionghao Wei, Samarth C Rawal et al.7 citations
  86. Evaluating Robustness to Dataset Shift Via Parametric Robustness Sets ↗Nikolaj Thams, Michael Oberst, David A. Sontag7 citations
  87. Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex ↗Charles Lovering, Jessica Zosa Forde, George Konidaris et al.7 citations
  88. Explainable Reinforcement Learning Via Model Transforms ↗Mira Finkelstein, Nitsan Levy, Lucy Liu et al.7 citations
  89. Fair and Efficient Allocations Without Obvious Manipulations ↗Alexandros Psomas, Paritosh Verma7 citations
  90. Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits ↗Tianyuan Jin, Pan Xu, Xiaokui Xiao et al.7 citations
  91. Forecasting Future World Events with Neural Networks ↗Andy Zou, Tristan Xiao, Ryan Jia et al.7 citations
  92. GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization ↗Xuhai Xu, Han Zhang, Yasaman S. Sefidgar et al.7 citations
  93. Generalised Implicit Neural Representations ↗Daniele Grattarola, Pierre Vandergheynst7 citations
  94. Grounded Video Situation Recognition ↗Zeeshan Khan, C. V. Jawahar, Makarand Tapaswi7 citations
  95. Hiding Images in Deep Probabilistic Models ↗Haoyu Chen, Linqi Song, Zhenxing Qian et al.7 citations
  96. Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth ↗Laxman Dhulipala, David Eisenstat, Jakub Łącki et al.7 citations
  97. Hyperbolic Embedding Inference for Structured Multi-Label Prediction ↗Bo Xiong, Michael Cochez, Mojtaba Nayyeri et al.7 citations
  98. I2Q: A Fully Decentralized Q-Learning Algorithm ↗Jiechuan Jiang, Zongqing Lu7 citations
  99. Improved Coresets for Euclidean k-Means ↗Vincent Cohen-Addad, Kasper Green Larsen, David Saulpic et al.7 citations
  100. Improved Utility Analysis of Private CountSketch ↗Rasmus Pagh, Mikkel Thorup7 citations

1 … 9 10 11 … 20 … 29

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2022/papers/page/10/