4 papers
Plug-and-Play Versatile Compressed Video Enhancement
Huimin Zeng, Jiacheng Li, Zhiwei Xiong
As a widely adopted technique in data transmission, video compression effectively reduces the size of files, making it possible for real-time cloud computing. However, it comes at…
All-in-One Image Compression and Restoration
Huimin Zeng, Jiacheng Li, Ziqiang Zheng +1
Visual images corrupted by various types and levels of degradations are commonly encountered in practical image compression. However, most existing image compression methods are ta…
QMamba: Post-Training Quantization for Vision State Space Models
Yinglong Li, Xiaoyu Liu, Jiacheng Li +3
State Space Models (SSMs), as key components of Mamaba, have gained increasing attention for vision models recently, thanks to their efficient long sequence modeling capability. Gi…
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation
Jiacheng Li, Chang Chen, Fenglong Song +2
Image resampling is a basic technique that is widely employed in daily applications, such as camera photo editing. Recent deep neural networks (DNNs) have made impressive progress…