Search Results for author: Renjie Liang

Found 2 papers, 1 papers with code

Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation

no code implementations7 Aug 2023 Renjie Liang, Yiming Yang, Hui Lu, Li Li

To tackle this problem, we propose a novel efficient multi-teacher model (EMTM) based on knowledge distillation to transfer diverse knowledge from both heterogeneous and isomorphic networks.

Knowledge Distillation Sentence +1

Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning

1 code implementation CVPR 2023 Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua

Moreover, we treat the uncertainty score of frames in a video as a whole, and estimate the difficulty of each video, which can further relieve the burden of video selection.

Active Learning Moment Retrieval +1

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