3 papers
cs.CV2026
Co-Fusion4D: Spatio-temporal Collaborative Fusion for Robust 3D Object Detection
Wenxuan Li, Qin Zou, Shoubing Chen +3
In autonomous driving, 3D object detection is essential for accurate perception and reliable decision-making. However, object motion and ego-motion often induce cross-frame spatiot…
cs.CV2026
Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning
Fanhu Zeng, Zhicong Luo, Zefan Wang +3
Visual reasoning through reinforcement learning with verifiable rewards (RLVR) has achieved remarkable progress. However, when dealing with multi-source inputs, existing approaches…
cs.CV2024
Co-Fix3D: Enhancing 3D Object Detection with Collaborative Refinement
Wenxuan Li, Qin Zou, Chi Chen +4
3D object detection in driving scenarios faces the challenge of complex road environments, which can lead to the loss or incompleteness of key features, thereby affecting perceptio…