2 papers
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.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…