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 2B-1
Yehui Tang ⋅ Jian Wang ⋅ Zheng Chen ⋅ man zhou ⋅ Peng Gao ⋅ Chenyang Si ⋅ SHANGKUN SUN ⋅ Yixing Xu ⋅ Weihao Yu ⋅ Xinghao Chen ⋅ Kai Han ⋅ Hu Yu ⋅ Yulun Zhang ⋅ Chenhui Gou ⋅ Teli Ma ⋅ Yuanqi Chen ⋅ Yunhe Wang ⋅ Hongsheng Li ⋅ Jinjin Gu ⋅ Jianyuan Guo ⋅ Qiman Wu ⋅ Pan Zhou ⋅ Yu Zhu ⋅ Jie Huang ⋅ Chang Xu ⋅ Yichen Zhou ⋅ Haocheng Feng ⋅ Guodong Guo ⋅ yongbing zhang ⋅ Ziyi Lin ⋅ Feng Zhao ⋅ Ge Li ⋅ Junyu Han ⋅ Jinwei Gu ⋅ Jifeng Dai ⋅ Chao Xu ⋅ Xinchao Wang ⋅ Linghe Kong ⋅ Shuicheng Yan ⋅ Yu Qiao ⋅ Chen Change Loy ⋅ Xin Yuan ⋅ Errui Ding ⋅ Yunhe Wang ⋅ Deyu Meng ⋅ Jingdong Wang ⋅ Chongyi Li
- [ 64876 ] Cross Aggregation Transformer for Image Restoration
- [ 64877 ] BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
- [ 64878 ] Inception Transformer
- [ 64879 ] GhostNetV2: Enhance Cheap Operation with Long-Range Attention
- [ 64880 ] MCMAE: Masked Convolution Meets Masked Autoencoders
- [ 64881 ] Deep Fourier Up-Sampling
- [ 64883 ] SKFlow: Learning Optical Flow with Super Kernels
- [ 64885 ] RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
Q&A on RocketChat immediately following Lightning Talks
Panel 2B-1: Using natural language… & Modeling Human Exploration…
Sreejan Kumar ⋅ Marcel Binz
Lightning Talks 2B-2
Chenjian Gao ⋅ Rui Ding ⋅ Lingzhi LI ⋅ Fan Yang ⋅ Xingting Yao ⋅ Jianxin Li ⋅ Bing Su ⋅ Zhen Shen ⋅ Tongda Xu ⋅ Shuai Zhang ⋅ Ji-Rong Wen ⋅ Lin Guo ⋅ Fanrong Li ⋅ Kehua Guo ⋅ Zhongshu Wang ⋅ Zhi Chen ⋅ Xiangyuan Zhu ⋅ Zitao Mo ⋅ Dailan He ⋅ Hui Xiong ⋅ Yan Wang ⋅ Zheng Wu ⋅ Wenbing Tao ⋅ Jian Cheng ⋅ Haoyi Zhou ⋅ Li Shen ⋅ Ping Tan ⋅ Liwei Wang ⋅ Hongwei Qin
- [ 64887 ] ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition
- [ 64888 ] GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
- [ 64890 ] One Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration
- [ 64891 ] Log-Polar Space Convolution Layers
- [ 64892 ] Streaming Radiance Fields for 3D Video Synthesis
- [ 64893 ] Flexible Neural Image Compression via Code Editing
- [ 64894 ] AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
Q&A on RocketChat immediately following Lightning Talks
Panel 2B-2: One Positive Label… & Calibrated Data-Dependent Constraints…
Songkai Xue ⋅ Ning Xu
Lightning Talks 2B-3
Jie-Jing Shao ⋅ Jiangmeng Li ⋅ Jiashuo Liu ⋅ Zongbo Han ⋅ Tianyang Hu ⋅ Jiayun Wu ⋅ Wenwen Qiang ⋅ Jun WANG ⋅ Zhipeng Liang ⋅ Lan-Zhe Guo ⋅ Wenjia Wang ⋅ Yanan Zhang ⋅ Xiao-wen Yang ⋅ Fan Yang ⋅ Bo Li ⋅ Wenyi Mo ⋅ Zhenguo Li ⋅ Liu Liu ⋅ Peng Cui ⋅ Yu-Feng Li ⋅ Changwen Zheng ⋅ Lanqing Li ⋅ Yatao Bian ⋅ Bing Su ⋅ Hui Xiong ⋅ Peilin Zhao ⋅ Bingzhe Wu ⋅ Changqing Zhang ⋅ Jianhua Yao
- [ 64921 ] Understanding Square Loss in Training Overparametrized Neural Network Classifiers
- [ 64922 ] UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
- [ 64923 ] LOG: Active Model Adaptation for Label-Efficient OOD Generalization
- [ 64927 ] MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning
- [ 64929 ] Distributionally Robust Optimization with Data Geometry
Q&A on RocketChat immediately following Lightning Talks
Panel 2B-3: Data Distributional Properties… & What Can Transformers…
Dimitris Tsipras ⋅ Stephanie Chan
Lightning Talks 2B-4
Feiyi Xiao ⋅ Amrutha Saseendran ⋅ Kwangho Kim ⋅ Keyu Yan ⋅ Changjian Shui ⋅ Guangxi Li ⋅ Shikun Li ⋅ Edward Kennedy ⋅ Man Zhou ⋅ Gezheng Xu ⋅ Ruilin Ye ⋅ Xiaobo Xia ⋅ Junjie Tang ⋅ Kathrin Skubch ⋅ Stefan Falkner ⋅ Hansong Zhang ⋅ Jose Zubizarreta ⋅ Huaying Fang ⋅ Xuanqiang Zhao ⋅ Jie Huang ⋅ Qi CHEN ⋅ Yibing Zhan ⋅ Jiaqi Li ⋅ Xin Wang ⋅ Ruibin Xi ⋅ Feng Zhao ⋅ Margret Keuper ⋅ Charles Ling ⋅ Shiming Ge ⋅ Chengjun Xie ⋅ Tongliang Liu ⋅ Tal Arbel ⋅ Chongyi Li ⋅ Danfeng Hong ⋅ Boyu Wang ⋅ Christian Gagné
- [ 64932 ] Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
- [ 64933 ] Estimating graphical models for count data with applications to single-cell gene network
- [ 64934 ] Concentration of Data Encoding in Parameterized Quantum Circuits
- [ 64935 ] On Learning Fairness and Accuracy on Multiple Subgroups
- [ 64936 ] Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network
- [ 64938 ] Doubly Robust Counterfactual Classification
- [ 64939 ] Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders
Q&A on RocketChat immediately following Lightning Talks
Panel 2B-4: Extreme Compression for… & Exploring Length Generalization…
Cem Anil ⋅ Minjia Zhang