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Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

4 January 2022

Papers citing "Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization"

6 / 6 papers shown

PPORLD-EDNetLDCT: A Proximal Policy Optimization-Based Reinforcement Learning Framework for Adaptive Low-Dose CT Denoising

166

03 Sep 2025

Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolutionIEEE Transactions on Information Forensics and Security (TIFS), 2025

357

06 Mar 2025

Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution

351

11 May 2024

Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution

266

29 Feb 2024

Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective

Lei Zhang

307

24 Dec 2023

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

1.3K

4,794

17 Jun 2020