NeurIPS 2022 Conference Submissions

Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers
Sejun Park, Umut Simsekli, Murat A Erdogdu
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Pyramid Attention For Source Code Summarization
Lei Chai, Ming Li
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming HU, Xianyuan Zhan
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
FasterRisk: Fast and Accurate Interpretable Risk Scores
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo Seltzer, Cynthia Rudin
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Taming Fat-Tailed (“Heavier-Tailed” with Potentially Infinite Variance) Noise in Federated Learning
Haibo Yang, Peiwen Qiu, Jia Liu
- Published: 31 Oct 2022, Last Modified: 25 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, HARIPRIYA HARIKUMAR, Truyen Tran, Santu Rana, Svetha Venkatesh
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He, Tianhao Wang, Yifei Min, Quanquan Gu
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
On Divergence Measures for Bayesian Pseudocoresets
Balhae Kim, Jungwon Choi, Seanie Lee, Yoonho Lee, Jung-Woo Ha, Juho Lee
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Domain Adaptation under Open Set Label Shift
Saurabh Garg, Sivaraman Balakrishnan, Zachary Chase Lipton
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Robust Bayesian Regression via Hard Thresholding
Fan Zheyi, Zhaohui Li, Qingpei Hu
- Published: 31 Oct 2022, Last Modified: 04 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
Zonghan Yang, Tianyu Pang, Yang Liu
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
Binghui Peng, Andrej Risteski
- Published: 31 Oct 2022, Last Modified: 15 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
Tiantian Fang, Ruoyu Sun, Alex Schwing
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret
Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks
Blake Bullwinkel, Dylan Randle, Pavlos Protopapas, David Sondak
- 16 May 2022 (modified: 03 Jul 2024)
- NeurIPS 2022 Submitted
- Readers: Everyone
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech
Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization
Long-Kai Huang, Ying Wei
- Published: 31 Oct 2022, Last Modified: 12 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Two-Stream Network for Sign Language Recognition and Translation
Yutong Chen, Ronglai Zuo, Fangyun Wei, Yu Wu, Shujie LIU, Brian Mak
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Characteristic Neural Ordinary Differential Equations
Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh
- 16 May 2022 (modified: 03 Jul 2024)
- NeurIPS 2022 Submitted
- Readers: Everyone
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning
Zhecheng Yuan, Zhengrong Xue, Bo Yuan, Xueqian Wang, Yi Wu, Yang Gao, Huazhe Xu
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
Graphical Resource Allocation with Matching-Induced Utilities
Zheng Chen, Bo Li, Minming Li, Guochuan Zhang
- 16 May 2022 (modified: 05 May 2023)
- NeurIPS 2022 Submitted
- Readers: Everyone
Test Time Adaptation via Conjugate Pseudo-labels
Sachin Goyal, Mingjie Sun, Aditi Raghunathan, J Zico Kolter
- Published: 31 Oct 2022, Last Modified: 03 Jul 2024
- NeurIPS 2022 Accept
- Readers: Everyone
TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction
Wei Lu, Qifeng Wu, Jixian Zhang, Jiahua Rao, Chengtao Li, Shuangjia Zheng
- Published: 31 Oct 2022, Last Modified: 14 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler, Elchanan Mossel
- Published: 31 Oct 2022, Last Modified: 12 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone