Education
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.
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
The recent emergence of powerful Vision-Language models (VLMs) has significantly improved image captioning.
CausalChaos for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
Understanding the intricate motivations behind human actions is paramount in developing sophisticated systems capable of nuanced behavior analysis.
