3 papers
cs.MM2025
Integrated Semantic and Temporal Alignment for Interactive Video Retrieval
Thanh-Danh Luu, Le-Vu Nguyen Dinh, Duc-Thien Tran +3
The growing volume of video data and the introduction of complex retrieval challenges, such as the Temporal Retrieval and Alignment of Key Events (TRAKE) task at the Ho Chi Minh Ci…
cs.CL2025
TextBandit: Evaluating Probabilistic Reasoning in LLMs Through Language-Only Decision Tasks
Jimin Lim, Arjun Damerla, Arthur Jiang +1
Large language models (LLMs) have shown to be increasingly capable of performing reasoning tasks, but their ability to make sequential decisions under uncertainty only using natura…
cs.LG2025
Domain Generalization via Pareto Optimal Gradient Matching
Khoi Do, Duong Nguyen, Nam-Khanh Le +3
In this study, we address the gradient-based domain generalization problem, where predictors aim for consistent gradient directions across different domains. Existing methods have…