15 citations · 15 across the 3 of their papers we have counts for
4 papers
Enhancing Long-Video VLM Embeddings with Query-Aware Streaming Latent Reasoning
Haozhe Chi, Song Jin, Yang Jin +1
Long-video embedding requires capturing sparse query-relevant evidence under a limited visual-token budget. Uniform sampling can miss brief events in videos spanning minutes or hou…
GOPAgen: Codec-Aware Agentic Long-Video Understanding with Structured Memory
Haozhe Chi, Yang Jin, Yadong Mu
Agentic long-video question answering often relies on sparse RGB sampling and caption retrieval. This reliance can lead to missed brief motion events and repeated processing of irr…
Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-commerce
Yang Jin, Yongzhi Li, Zehuan Yuan +1
This paper aims to establish a generic multi-modal foundation model that has the scalable capability to massive downstream applications in E-commerce. Recently, large-scale vision-…
Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding
Yang Jin, Yongzhi Li, Zehuan Yuan +1
Spatio-Temporal video grounding (STVG) focuses on retrieving the spatio-temporal tube of a specific object depicted by a free-form textual expression. Existing approaches mainly tr…