3 papers
cs.CV2025
Domain Adaptation from Generated Multi-Weather Images for Unsupervised Maritime Object Classification
Dan Song, Shumeng Huo, Wenhui Li +3
The classification and recognition of maritime objects are crucial for enhancing maritime safety, monitoring, and intelligent sea environment prediction. However, existing unsuperv…
cs.CV2025
RAM++: Robust Representation Learning via Adaptive Mask for All-in-One Image Restoration
Zilong Zhang, Chujie Qin, Chunle Guo +4
This work presents Robust Representation Learning via Adaptive Mask (RAM++), a two-stage framework for all-in-one image restoration. RAM++ integrates high-level semantic understand…
cs.CV2025
MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment
Zhiting Gao, Dan Song, Diqiong Jiang +2
Motion generation is essential for animating virtual characters and embodied agents. While recent text-driven methods have made significant strides, they often struggle with achiev…