Geodesic Distance Between Graphs: A Spectral Metric for Assessing the Stability of Graph Neural Networksby…
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysisby Yuxin Dong, Tieliang Gong, Hong…
DeltaPhi: Learning Physical Trajectory Residual for PDE Solvingby Xihang Yue, Linchao Zhu, Yi YangFirst submitted…
Learning Color Equivariant Representationsby Yulong Yang, Felix O'Mahony, Christine Allen-BlanchetteFirst submitted to arxiv on: 13…
An Efficient Approach to Regression Problems with Tensor Neural Networksby Yongxin Li, Yifan Wang, Zhongshuo…
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimationby Yong Wu, Yang Wang, Sanqing Qu, Zhijun…
Is Value Learning Really the Main Bottleneck in Offline RL?by Seohong Park, Kevin Frans, Sergey…
Assessing Model Generalization in Vicinityby Yuchi Liu, Yifan Sun, Jingdong Wang, Liang ZhengFirst submitted to…
Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learningby Haoxin Liu, Harshavardhan Kamarthi, Lingkai Kong, Zhiyuan…
LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approachby Maria Pilligua, Nil Biescas, Javier…