Education
LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
AQA dataset structured on curriculum learning principles.
Diffusion-Reward Adversarial Imitation Learning
Despite its encouraging results, GAIL training is often brittle and unstable.
Towards Challenging Real World Spreadsheet Manipulation
Work was done when interned at Zhipu AI.
Online Composite Optimization Between Stochastic and Adversarial Environments
We study online composite optimization under the Stochastically Extended Adversarial (SEA) model.
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
Continual test-time adaptation methods have shown promising results by using reliable pseudo-labels, but they still fall short in exploring representation alignment with the source domain in non-stationary environments.
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation Xiaowen Ma
Visual comparison of the baseline and SSA-Seg can be found in Figure 1.
