1 code implementation • 21 Feb 2025 • Shilong Hou, Ruilin Shang, Zi Long, Xianghua Fu, Yin Chen
Among the various privacy protection methods for LLMs, those implemented during the pre-training and fine-tuning phrases fail to mitigate the privacy risks associated with the remote use of cloud-based LLMs by users.
1 code implementation • 11 Oct 2024 • Jia Li, Yangchen Yu, Yin Chen, Yu Zhang, Peng Jia, Yunbo Xu, Ziqiang Li, Meng Wang, Richang Hong
Engagement estimation plays a crucial role in understanding human social behaviors, attracting increasing research interests in fields such as affective computing and human-computer interaction.
no code implementations • 13 Sep 2024 • Junshu Huang, Zi Long, Xianghua Fu, Yin Chen
Intent is a significant latent factor influencing user-item interaction sequences.
1 code implementation • 10 Sep 2024 • Yin Chen, Jia Li, Yu Zhang, Zhenzhen Hu, Shiguang Shan, Meng Wang, Richang Hong
Dynamic facial expression recognition (DFER) infers emotions from the temporal evolution of expressions, unlike static facial expression recognition (SFER), which relies solely on a single snapshot.
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Dynamic Facial Expression Recognition
Facial Expression Recognition
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no code implementations • 1 Sep 2024 • Fuqiang Niu, Zebang Cheng, Xianghua Fu, Xiaojiang Peng, Genan Dai, Yin Chen, Hu Huang, BoWen Zhang
To address this, we introduce a new multimodal multi-turn conversational stance detection dataset (called MmMtCSD).
no code implementations • International Journal of Mechanical Sciences 2024 • Yin Chen
This model was used to analyze the effects of inhomogeneity (location, size, and material properties) and adhesion on micro-adhesive-elastic contact, and the results lead to a curve-fitting equation for quick evaluation of the effects of inhomogeneity properties and adhesion characteristics on normal traction.
2 code implementations • 9 Dec 2023 • Yin Chen, Jia Li, Shiguang Shan, Meng Wang, Richang Hong
And the TMAs capture and model the relationships of dynamic changes in facial expressions, effectively extending the pre-trained image model for videos.
Ranked #2 on
Dynamic Facial Expression Recognition
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Facial Expression Recognition
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1 code implementation • 16 Mar 2023 • Jia Li, Yin Chen, Xuesong Zhang, Jiantao Nie, Ziqiang Li, Yangchen Yu, Yan Zhang, Richang Hong, Meng Wang
In this paper, we present our advanced solutions to the two sub-challenges of Affective Behavior Analysis in the wild (ABAW) 2023: the Emotional Reaction Intensity (ERI) Estimation Challenge and Expression (Expr) Classification Challenge.
no code implementations • 26 Feb 2019 • Peng Yin, Rangaprasad Arun Srivatsan, Yin Chen, Xueqian Li, Hongda Zhang, Lingyun Xu, Lu Li, Zhenzhong Jia, Jianmin Ji, Yuqing He
We propose MRS-VPR, a multi-resolution, sampling-based place recognition method, which can significantly improve the matching efficiency and accuracy in sequential matching.
no code implementations • NeurIPS 2012 • Arnak Dalalyan, Yin Chen
In this paper, we develop a novel approach to the problem of learning sparse representations in the context of fused sparsity and unknown noise level.