1 citations · 1 across the 5 of their papers we have counts for
5 papers
Neuro-Symbolic Spatial Reasoning in Segmentation
Jiayi Lin, Jiabo Huang, Shaogang Gong
Open-Vocabulary Semantic Segmentation (OVSS) assigns pixel-level labels from an open set of categories, requiring generalization to unseen and unlabelled objects. Using vision-lang…
MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval
Weitong Cai, Jiabo Huang, Shaogang Gong +2
Video Moment Retrieval (VMR) aims to localize a specific temporal segment within an untrimmed long video given a natural language query. Existing methods often suffer from inadequa…
Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval
Dezhao Luo, Shaogang Gong, Jiabo Huang +2
Video moment retrieval (VMR) aims to locate the most likely video moment(s) corresponding to a text query in untrimmed videos. Training of existing methods is limited by the lack o…
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID
Qilei Li, Shaogang Gong
While deep learning has significantly improved ReID model accuracy under the independent and identical distribution (IID) assumption, it has also become clear that such models degr…
Zero-Shot Video Moment Retrieval from Frozen Vision-Language Models
Dezhao Luo, Jiabo Huang, Shaogang Gong +2
Accurate video moment retrieval (VMR) requires universal visual-textual correlations that can handle unknown vocabulary and unseen scenes. However, the learned correlations are lik…