Domain Generalization with MixStyle. ICLR 2021. """ def __init__(self, p=0.5, alpha=0.1, eps=1e-6, mix='random'): """ Args: p (float): probability of using MixStyle. alpha (float): parameter of the Beta distribution. eps (float): scaling parameter to avoid numerical issues. ...
Domain Generalization with Mixstyle [ICLR 2021] [Code] (MixStyle) [56] Robust and Generalizable Visual Representation Learning via Random Convolutions [ICLR 2021] [Code] (RC) [59] Learning to Learn Single Domain Generalization [CVPR 2020] [Code] (M-ADA) [27] FSDR: Frequency Space Domain ...
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization - thuml/Transfer-Learning-Library
101 Domain Generalization with MixStyle (paper) ICLR 2021 code DG, poster 100 In Search of Lost Domain Generalization (paper) ICLR 2021 code DG, benchmark, poster 99 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains (paper) ICLR 2021 code DG, few-shot, poster 98 What Ma...
Domain Generalization: A Survey Zhou, Kaiyang, Ziwei Liu, Yu Qiao, Tao Xiang, and Chen Change Loy. arXiv preprint arXiv:2103.02503(2021). Generalizing to Unseen Domains: A Survey on Domain Generalization Wang, Jindong, Cuiling Lan, Chang Liu, Yidong Ouyang, Wenjun Zeng, and Tao Qin. ...
Model Merging for Knowledge Transfer in Multi-Domain Learning Model Merging for Knowledge Transfer in Auxiliary Learning Model Merging in Out-of-Distribution/Domain Generalization Model Merging for Better Out-of-Distribution Generalization Model Merging for Better Domain Generalization or Domain Adaptation ...
代码/Code: https://github.com/xuguodong03/stylekd ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization 论文/Paper: http://arxiv.org/pdf/2208.09414 代码/Code: None FurryGAN: High Quality Foreground-aware Image Synthesis 论文/Paper: http://arxiv.org/pdf/2208.10422 ...
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Qi Gao, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan [4th Apr., 2023] [arXiv, 2023] [Paper]DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models ...
As the TRM of the subordinate grows, the most effective style moves from the structured to one more given to communication, emotional support, and encouragement. The responsibility for teaching the subordinate must be assumed by his supervisor, and not paid for by the customers of his ...
Domain-Symmetric Networks for Adversarial Domain Adaptation [CVPR2019] [Pytorch] DLOW: Domain Flow for Adaptation and Generalization [CVPR2019 Oral] Progressive Feature Alignment for Unsupervised Domain Adaptation [CVPR2019] [Tensorflow] Gotta Adapt ’Em All: Joint Pixel and Feature-Level Domain Adaptat...