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cs.CV2026
DROA-CLIPSeg: Prompt-Guided Thin Crack Segmentation in Low-Light Conditions
Vinita Shukla, Partibha Jangra, Vinayak Pathak +2
Pavement crack segmentation under low light is degraded by reduced contrast, shadows, headlight glare, joints, stains, and wet seams. Existing crack segmentation methods mostly ass…
cs.CV2026
Robust Deepfake Detection, NTIRE 2026 Challenge: Report
Benedikt Hopf, Radu Timofte, Chenfan Qu +54
Robustness is a long-overlooked problem in deepfake detection. However, detection performance is nearly worthless in the real world if it suffers under exposure to even slight imag…