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Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Watermarking for Out-of-distribution Detection
In Lightning Talks 5B-3
Qizhou Wang · Feng Liu · Yonggang Zhang · Jing Zhang · Chen Gong · Tongliang Liu · Bo Han
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
In Lightning Talks 5B-3
Yongqiang Chen · Yonggang Zhang · Yatao Bian · Han Yang · MA Kaili · Binghui Xie · Tongliang Liu · Bo Han · James Cheng
[ Slides] 
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
In Lightning Talks 5B-3
Chaoqi Chen · Luyao Tang · Feng Liu · Gangming Zhao · Yue Huang · Yizhou Yu
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Self-supervised Amodal Video Object Segmentation
In Lightning Talks 5B-3
Jian Yao · Yuxin Hong · Chiyu Wang · Tianjun Xiao · Tong He · Francesco Locatello · David P Wipf · Yanwei Fu · Zheng Zhang
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning
In Lightning Talks 5B-3
Yangru Huang · Peixi Peng · Yifan Zhao · Guangyao Chen · Yonghong Tian
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Learning Substructure Invariance for Out-of-Distribution Molecular Representations
In Lightning Talks 5B-3
Nianzu Yang · Kaipeng Zeng · Qitian Wu · Xiaosong Jia · Junchi Yan
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Decoupled Self-supervised Learning for Graphs
In Lightning Talks 5B-3
Teng Xiao · Zhengyu Chen · Zhimeng Guo · Zeyang Zhuang · Suhang Wang
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Stochastic Window Transformer for Image Restoration
In Lightning Talks 5B-3
Jie Xiao · Xueyang Fu · Feng Wu · Zheng-Jun Zha
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
In Lightning Talks 5B-3
Yiting Chen · Qibing Ren · Junchi Yan
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
In Lightning Talks 5B-3
Jieyi Bi · Yining Ma · Jiahai Wang · Zhiguang Cao · Jinbiao Chen · Yuan Sun · Yeow Meng Chee
Spotlight
Thu Dec 08 09:00 AM -- 11:00 AM (PST) None
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos
In Lightning Talks 5B-3
Yanze Wu · Xintao Wang · GEN LI · Ying Shan