3 papers
cs.CV2026
RealCamo: Boosting Real Camouflage Synthesis with Layout Controls and Textual-Visual Guidance
Chunyuan Chen, Yunuo Cai, Shujuan Li +3
Camouflaged image generation (CIG) has recently emerged as an efficient alternative for acquiring high-quality training data for camouflaged object detection (COD). However, existi…
cs.CV2025
Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection
Ji Du, Xin Wang, Fangwei Hao +6
At the core of Camouflaged Object Detection (COD) lies segmenting objects from their highly similar surroundings. Previous efforts navigate this challenge primarily through image-l…
cs.AI2025
Governable AI: Provable Safety Under Extreme Threat Models
Donglin Wang, Weiyun Liang, Chunyuan Chen +2
As AI rapidly advances, the security risks posed by AI are becoming increasingly severe, especially in critical scenarios, including those posing existential risks. If AI becomes u…