51 citations · 87 across the 6 of their papers we have counts for
4 papers · 1 filter
Do Pre-trained Models Benefit Equally in Continual Learning?
Kuan-Ying Lee, Yuanyi Zhong, Yu-Xiong Wang
Existing work on continual learning (CL) is primarily devoted to developing algorithms for models trained from scratch. Despite their encouraging performance on contrived benchmark…
Learnable Gated Temporal Shift Module for Deep Video Inpainting
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee +1
How to efficiently utilize temporal information to recover videos in a consistent way is the main issue for video inpainting problems. Conventional 2D CNNs have achieved good perfo…
Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee +1
Free-form video inpainting is a very challenging task that could be widely used for video editing such as text removal. Existing patch-based methods could not handle non-repetitive…
We Can "See" You via Wi-Fi - WiFi Action Recognition via Vision-based Methods
Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei +2
Recently, Wi-Fi has caught tremendous attention for its ubiquity, and, motivated by Wi-Fi's low cost and privacy preservation, researchers have been putting lots of investigation i…