most citedNTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results

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eess.IV2026

UEPS: Robust and Efficient MRI Reconstruction

Xiang Zhou, Hong Shang, Zijian Zhan +3

Deep unrolled models (DUM) have become the state-of-the-art for accelerated MRI reconstruction, yet their robustness under domain shift remains a critical barrier to clinical adopt…

eess.IV2025

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results

Xin Li, Kun Yuan, Bingchen Li +110

This paper presents a review for the NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement. The challenge comprises two tracks: (i) Efficient Video Qualit…