1 code implementation • 13 Apr 2021 • Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen, Jia-Bin Huang
Based on this insight, we develop DropLoss -- a novel adaptive loss to compensate for this imbalance without a trade-off between rare and frequent categories.
1 code implementation • 22 Oct 2020 • Esther Robb, Wen-Sheng Chu, Abhishek Kumar, Jia-Bin Huang
We validate our method in a challenging few-shot setting of 5-100 images in the target domain.
1 code implementation • ECCV 2020 • Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang
Recent work has shown that the structure of deep convolutional neural networks can be used as a structured image prior for solving various inverse image restoration tasks.