3 papers
cs.CV2026
Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation
Siyan Fang, Long Peng, Yuntao Wang +2
Image reflection separation aims to disentangle the transmission layer and the reflection layer from a blended image. Existing methods rely on limited information from a single ima…
cs.CV2025
Data-free Knowledge Distillation with Diffusion Models
Xiaohua Qi, Renda Li, Long Peng +6
Recently Data-Free Knowledge Distillation (DFKD) has garnered attention and can transfer knowledge from a teacher neural network to a student neural network without requiring any a…
cs.CV2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration
Chen Wu, Ling Wang, Long Peng +2
With the popularization of high-end mobile devices, Ultra-high-definition (UHD) images have become ubiquitous in our lives. The restoration of UHD images is a highly challenging pr…