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cs.CV2026
MINER: Modeling Inter- and Intra-Person Variance for Reidentification
Oron Nir, Eliyahu Strugo, Ariel Shamir
Clothes-Changing Person Re-Identification (CC-ReID) remains challenging due to drastic appearance shifts across outfits. Most prior works devise biometric signal-extraction heurist…
cs.CV2026
Discrepancy Minimization Improves Cross-Hospital Robustness in Digital Pathology
Ben Vardi, Dana Schonberger, Yuval Friedmann +4
Pathology foundation models (PFMs) have advanced rapidly in recent years and support training classifiers for a range of histopathology tasks. However, their robustness across hosp…
cs.CV2026
Φ-Noise: Training-Free Temporal Video Conditioning via Phase-Based Noise Manipulation
Ofir Abramovich, Nadav Z. Cohen, Adi Rosenthal +1
Latent video diffusion models generate videos by progressively transforming Gaussian noise into realistic samples conditioned on text or visual inputs. However, existing conditioni…