Search Results for author: Yansong Shi

Found 2 papers, 2 papers with code

InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding

2 code implementations22 Mar 2024 Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Jilan Xu, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Hongjie Zhang, Yifei HUANG, Yu Qiao, Yali Wang, LiMin Wang

We introduce InternVideo2, a new video foundation model (ViFM) that achieves the state-of-the-art performance in action recognition, video-text tasks, and video-centric dialogue.

 Ranked #1 on Audio Classification on ESC-50 (using extra training data)

Action Classification Action Recognition +12

Collaboration and Transition: Distilling Item Transitions into Multi-Query Self-Attention for Sequential Recommendation

1 code implementation2 Nov 2023 Tianyu Zhu, Yansong Shi, Yuan Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie

Second, we develop a transition-aware embedding distillation module that distills global item-to-item transition patterns into item embeddings, which enables the model to memorize and leverage transitional signals and serves as a calibrator for collaborative signals.

Sequential Recommendation

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