3 papers
cs.CV2025
ALDI-ray: Adapting the ALDI Framework for Security X-ray Object Detection
Omid Reza Heidari, Yang Wang, Xinxin Zuo
Domain adaptation in object detection is critical for real-world applications where distribution shifts degrade model performance. Security X-ray imaging presents a unique challeng…
cs.CV2025
MVS-TTA: Test-Time Adaptation for Multi-View Stereo via Meta-Auxiliary Learning
Hannuo Zhang, Zhixiang Chi, Yang Wang +1
Recent learning-based multi-view stereo (MVS) methods are data-driven and have achieved remarkable progress due to large-scale training data and advanced architectures. However, th…
cs.CV2025
PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
Linlian Jiang, Rui Ma, Li Gu +3
Point cloud completion is essential for robust 3D perception in safety-critical applications such as robotics and augmented reality. However, existing models perform static inferen…