28 citations · 128 across the 19 of their papers we have counts for
4 papers · 1 filter
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
Yixuan Pei, Zhiwu Qing, Jun Cen +6
Recent incremental learning for action recognition usually stores representative videos to mitigate catastrophic forgetting. However, only a few bulky videos can be stored due to t…
4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement
Chengxu Liu, Huan Yang, Jianlong Fu +1
Image enhancement aims at improving the aesthetic visual quality of photos by retouching the color and tone, and is an essential technology for professional digital photography. Re…
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation
Chengxu Liu, Huan Yang, Jianlong Fu +1
Video frame interpolation (VFI) aims to synthesize an intermediate frame between two consecutive frames. State-of-the-art approaches usually adopt a two-step solution, which includ…
Learning Trajectory-Aware Transformer for Video Super-Resolution
Chengxu Liu, Huan Yang, Jianlong Fu +1
Video super-resolution (VSR) aims to restore a sequence of high-resolution (HR) frames from their low-resolution (LR) counterparts. Although some progress has been made, there are…