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cs.CV2025
Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition
Yifan Lan, Xin Cai, Jun Cheng +1
Deep neural networks (DNNs) have achieved significant success in various applications with large-scale and balanced data. However, data in real-world visual recognition are usually…
cs.CV2025
The Tenth NTIRE 2025 Image Denoising Challenge Report
Lei Sun, Hang Guo, Bin Ren +91
This paper presents an overview of the NTIRE 2025 Image Denoising Challenge (σ = 50), highlighting the proposed methodologies and corresponding results. The primary objective is to…
cs.CV2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising
Jun Cheng, Shan Tan
Real-world noise removal is crucial in low-level computer vision. Due to the remarkable generation capabilities of diffusion models, recent attention has shifted towards leveraging…