viniciusguigo / pytorch_dvib
Deep Variational Information Bottleneck (DVIB) in PyTorch.
☆10Updated 4 years ago
Alternatives and similar repositories for pytorch_dvib:
Users that are interested in pytorch_dvib are comparing it to the libraries listed below
- an implementation of Deep Variational Informational Bottleneck in pytorch (https://arxiv.org/pdf/1612.00410.pdf)☆33Updated 6 years ago
- ☆29Updated 4 years ago
- ☆35Updated 3 years ago
- The reproduce of M2 model in "Semi-supervised Learning with Deep Generative Models" based on pytorch☆17Updated 5 years ago
- [ICASSP 2020] Code release of paper 'Heterogeneous Domain Generalization via Domain Mixup'☆24Updated 4 years ago
- ☆41Updated 4 years ago
- ☆16Updated 4 years ago
- ☆14Updated 5 years ago
- ☆30Updated 3 years ago
- Wasserstein Based Domain Adaptation Model☆46Updated 6 years ago
- ☆10Updated 5 years ago
- Q. Yao, H. Yang, B. Han, G. Niu, J. Kwok. Searching to Exploit Memorization Effect in Learning from Noisy Labels. ICML 2020☆21Updated 4 years ago
- Code release for Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning (NeurIPS 2019)☆24Updated 3 years ago
- PyTorch Implementation: Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018. Origin Tenso…☆14Updated 4 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆27Updated 3 years ago
- The implement of "Learning Disentangled Semantic Representation for Domain Adaptation" (IJCAI 2019)☆19Updated 5 years ago
- Code Release for Learning to Adapt to Evolving Domains☆30Updated 3 years ago
- Using VAEs to do clustering for classification☆11Updated 7 years ago
- Code for the paper Adversarial Robustness via Adversarial Label-Smoothing☆12Updated 4 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 3 years ago
- ☆18Updated 3 years ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆38Updated last year
- pytorch implementation of https://arxiv.org/abs/1705.09847☆14Updated 5 years ago
- Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12…☆51Updated 4 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Updated 2 years ago
- ☆39Updated 2 years ago
- Theory and PyTorch implementation of Deep Variational Information Bottleneck☆27Updated 4 years ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆16Updated 10 months ago
- Latent Space Virtual Adversarial Training (ECCV 2020)☆17Updated 4 years ago
- ICML'20: SIGUA: Forgetting May Make Learning with Noisy Labels More Robust☆13Updated 4 years ago