48 citations · 99 across the 10 of their papers we have counts for
25 papers · 1 filter
Robust Dataset Distillation by Matching Adversarial Trajectories
Wei Lai, Tianyu Ding, ren dongdong +4
Dataset distillation synthesizes compact datasets that enable models to achieve performance comparable to training on the original large-scale datasets. However, existing distillat…
Face Deblurring using Dual Camera Fusion on Mobile Phones
Wei-Sheng Lai, YiChang Shih, Lun-Cheng Chu +5
Motion blur of fast-moving subjects is a longstanding problem in photography and very common on mobile phones due to limited light collection efficiency, particularly in low-light…
Vision Transformer for NeRF-Based View Synthesis from a Single Input Image
Kai-En Lin, Lin Yen-Chen, Wei-Sheng Lai +3
Although neural radiance fields (NeRF) have shown impressive advances for novel view synthesis, most methods typically require multiple input images of the same scene with accurate…
Deep Image Deblurring: A Survey
Kaihao Zhang, Wenqi Ren, Wenhan Luo +4
Image deblurring is a classic problem in low-level computer vision with the aim to recover a sharp image from a blurred input image. Advances in deep learning have led to significa…
Correcting Face Distortion in Wide-Angle Videos
Wei-Sheng Lai, YiChang Shih, Chia-Kai Liang +1
Video blogs and selfies are popular social media formats, which are often captured by wide-angle cameras to show human subjects and expanded background. Unfortunately, due to persp…
Stylizing 3D Scene via Implicit Representation and HyperNetwork
Pei-Ze Chiang, Meng-Shiun Tsai, Hung-Yu Tseng +2
In this work, we aim to address the 3D scene stylization problem - generating stylized images of the scene at arbitrary novel view angles. A straightforward solution is to combine…