5 papers
Object Concepts Emerge from Motion
Boshi Li, Xiaohui Wang, Xiaoyang Wu +3
Object-centric visual representations are important for physical-world perception, but existing visual pretraining methods often capture semantic categories without preserving the…
Robust Speech Emotion Recognition under Tone-Word Conflict: A Benchmark and Framework
Xiaojiang Peng, Dawei Huang, Yongjie Lv +5
Speech emotion recognition (SER) is a crucial component of human-computer interaction, attracting extensive attention from both industry and academia. However, existing SER systems…
Geometry-Grounded Unified 3D Perception for Autonomous Driving
Longfei Xu, Xiaohui Wang, Zehao Huang +4
Camera-based autonomous driving perception requires a shared representation that preserves metric 3D structure across synchronized multi-camera streams. However, existing image-bas…
Object Concepts Emerge from Motion
Haoqian Liang, Xiaohui Wang, Zhichao Li +2
Object concepts play a foundational role in human visual cognition, enabling perception, memory, and interaction in the physical world. Inspired by findings in developmental neuros…
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Dawei Huang, Qing Li, Chuan Yan +9
Accurate emotion understanding in videos necessitates effectively recognizing and interpreting emotional states by integrating visual, textual, auditory, and contextual cues. Altho…