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cs.CV2025
Towards Stable Cross-Domain Depression Recognition under Missing Modalities
Jiuyi Chen, Mingkui Tan, Haifeng Lu +4
Depression poses serious public health risks, including suicide, underscoring the urgency of timely and scalable screening. Multimodal automatic depression detection (ADD) offers a…
cs.CV2025
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition
Qilang Ye, Yu Zhou, Lian He +10
Large Language Models (LLMs) hold rich implicit knowledge and powerful transferability. In this paper, we explore the combination of LLMs with the human skeleton to perform action…
cs.CV2025
Sensitivity-Aware Post-Training Quantization for Deep Neural Networks
Zekang Zheng, Haokun Li, Yaofo Chen +2
Model quantization reduces neural network parameter precision to achieve compression, but often compromises accuracy. Existing post-training quantization (PTQ) methods employ itera…