Panel
Featured Papers Panels 6B
Virtual
Moderators: Zhouchen Lin · Kamyar Azizzadenesheli · Stas Tiomkin
Each panel session is split into four 30-minute blocks composed of a set of lightning talks and a deep dive session related to similar topics. The deep dive will begin immediately after lightning talks and the related Q&A (it might be before the 15 min are over). We will not take any questions via microphone but ask you to use slido (see embedding below or go to https://slido.com and use keyword #neurips22). If you are a presenter or moderator, you should see a zoom link that you can use to join the session for Q&A.
Finally some important don'ts: DO NOT share any zoom or slido information publicly. DO NOT join zoom if you are not presenting or moderating.
Lightning Talks 6B-1
Yushun Zhang · Duc Nguyen · Jiancong Xiao · Wei Jiang · Yaohua Wang · Yilun Xu · Zhen LI · Anderson Ye Zhang · Ziming Liu · Fangyi Zhang · Gilles Stoltz · Congliang Chen · Gang Li · Yanbo Fan · Ruoyu Sun · Naichen Shi · Yibo Wang · Ming Lin · Max Tegmark · Lijun Zhang · Jue Wang · Ruoyu Sun · Tommi Jaakkola · Senzhang Wang · Zhi-Quan Luo · Xiuyu Sun · Zhi-Quan Luo · Tianbao Yang · Rong Jin
- [ 65224 ] A Spectral Approach to Item Response Theory
- [ 65225 ] Stability Analysis and Generalization Bounds of Adversarial Training
- [ 65226 ] Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
- [ 65228 ] Adam Can Converge Without Any Modification On Update Rules
- [ 65229 ] Poisson Flow Generative Models
- [ 65231 ] Contextual Bandits with Knapsacks for a Conversion Model
- [ 65232 ] Robust Graph Structure Learning over Images via Multiple Statistical Tests
Q&A on RocketChat immediately following Lightning Talks
Panel 6B-1: Moment Distributionally Robust… & Public Wisdom Matters!…
Yeshu Li · Karish Grover
Lightning Talks 6B-2
Alexander Korotin · Jinyuan Jia · Weijian Deng · Shi Feng · Maying Shen · Denizalp Goktas · Fang-Yi Yu · Alexander Kolesov · Sadie Zhao · Stephen Gould · Hongxu Yin · Wenjie Qu · Liang Zheng · Evgeny Burnaev · Amy Greenwald · Neil Gong · Pavlo Molchanov · Yiling Chen · Lei Mao · Jianna Liu · Jose M. Alvarez
- [ 65238 ] Peer Prediction for Learning Agents
- [ 65239 ] MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
- [ 65240 ] Structural Pruning via Latency-Saliency Knapsack
- [ 65241 ] On the Strong Correlation Between Model Invariance and Generalization
- [ 65243 ] Zero-Sum Stochastic Stackelberg Games
- [ 65245 ] Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
Q&A on RocketChat immediately following Lightning Talks
Panel 6B-2: Depth is More… & Benign Overfitting in…
Yuan Cao · Shen-Huan Lyu
Lightning Talks 6B-3
Lingfeng Yang · Yao Lai · Zizheng Pan · Zhenyu Wang · WEICONG LIANG · Chuanyang Zheng · Jian-Wei Zhang · Peng Jin · Jing Liu · Xiuying Wei · Yao Mu · Xiang Li · YUHUI YUAN · Zizheng Pan · Yifan Sun · Yunchen Zhang · Jianfei Cai · Hao Luo · zheyang li · Jinfa Huang · Haoyu He · Yi Yang · Ping Luo · Fenglin Liu · Henghui Ding · Borui Zhao · Xiangguo Zhang · Kai Zhang · Pichao WANG · Bohan Zhuang · Wei Chen · Ruihao Gong · Zhi Yang · Xian Wu · Feng Ding · Jianfei Cai · Xiao Luo · Renjie Song · Weihong Lin · Jian Yang · Wenming Tan · Bohan Zhuang · Shanghang Zhang · Shen Ge · Fan Wang · Qi Zhang · Guoli Song · Jun Xiao · Hao Li · Ding Jia · David Clifton · Ye Ren · Fengwei Yu · Zheng Zhang · Jie Chen · Shiliang Pu · Xianglong Liu · Chao Zhang · Han Hu
- [ 65268 ] EcoFormer: Energy-Saving Attention with Linear Complexity
- [ 65269 ] Fast Vision Transformers with HiLo Attention
- [ 65270 ] VTC-LFC: Vision Transformer Compression with Low-Frequency Components
- [ 65271 ] SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
- [ 65272 ] Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
- [ 65274 ] RecursiveMix: Mixed Learning with History
- [ 65275 ] Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
- [ 65276 ] Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
- [ 65277 ] MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
- [ 65278 ] Feature-Proxy Transformer for Few-Shot Segmentation
Q&A on RocketChat immediately following Lightning Talks
Panel 6B-3: Exponential Family Model-Based… & Deep Generalized Schrödinger…
Guan-Horng Liu · Gene Li
Lightning Talks 6B-4
Junjie Chen · Chuanxia Zheng · JINLONG LI · Yu Shi · Shichao Kan · Yu Wang · Fermín Travi · Ninh Pham · Lei Chai · Guobing Gan · Tung-Long Vuong · Gonzalo Ruarte · Tao Liu · Li Niu · Jingjing Zou · Zequn Jie · Peng Zhang · Ming LI · Yixiong Liang · Guolin Ke · Jianfei Cai · Gaston Bujia · Sunzhu Li · Siyuan Zhou · Jingyang Lin · Xu Wang · Min Li · Zhuoming Chen · Qing Ling · Xiaolin Wei · Xiuqing Lu · Shuxin Zheng · Dinh Phung · Yigang Cen · Jianlou Si · Juan Esteban Kamienkowski · Jianxin Wang · Chen Qian · Lin Ma · Benyou Wang · Yingwei Pan · Tie-Yan Liu · Liqing Zhang · Zhihai He · Ting Yao · Tao Mei
- [ 65279 ] Quantized Training of Gradient Boosting Decision Trees
- [ 65280 ] Coded Residual Transform for Generalizable Deep Metric Learning
- [ 65282 ] Pyramid Attention For Source Code Summarization
- [ 65283 ] MorphTE: Injecting Morphology in Tensorized Embeddings
- [ 65284 ] Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation
- [ 65285 ] Out-of-Distribution Detection via Conditional Kernel Independence Model
- [ 65286 ] Weak-shot Semantic Segmentation via Dual Similarity Transfer
- [ 65287 ] MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
- [ 65288 ] Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search
- [ 65289 ] ViSioNS: Visual Search in Natural Scenes Benchmark
Q&A on RocketChat immediately following Lightning Talks