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cs.CV2025
Planner-Refiner: Dynamic Space-Time Refinement for Vision-Language Alignment in Videos
Tuyen Tran, Thao Minh Le, Quang-Hung Le +1
Vision-language alignment in video must address the complexity of language, evolving interacting entities, their action chains, and semantic gaps between language and vision. This…
cs.CV2025
Towards Agentic AI for Multimodal-Guided Video Object Segmentation
Tuyen Tran, Thao Minh Le, Truyen Tran
Referring-based Video Object Segmentation is a multimodal problem that requires producing fine-grained segmentation results guided by external cues. Traditional approaches to this…
cs.CV2024
Unified Framework with Consistency across Modalities for Human Activity Recognition
Tuyen Tran, Thao Minh Le, Hung Tran +1
Recognizing human activities in videos is challenging due to the spatio-temporal complexity and context-dependence of human interactions. Prior studies often rely on single input m…