udeepam / vib
Theory and PyTorch implementation of Deep Variational Information Bottleneck
☆27Updated 4 years ago
Alternatives and similar repositories for vib:
Users that are interested in vib are comparing it to the libraries listed below
- Pytorch implementation of Deep Variational Information Bottleneck☆183Updated 6 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆12Updated 3 years ago
- ☆48Updated 2 years ago
- MLTI for ICLR 2022☆30Updated 2 years ago
- ATS for NeurIPS 2021☆21Updated 3 years ago
- ☆42Updated 2 years ago
- Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning☆43Updated last year
- an implementation of Deep Variational Informational Bottleneck in pytorch (https://arxiv.org/pdf/1612.00410.pdf)☆33Updated 6 years ago
- ☆29Updated 4 years ago
- Implementation of Multi-View Information Bottleneck☆129Updated 4 years ago
- A PyTorch implementation of the method found in "Adversarially Robust Few-Shot Learning: A Meta-Learning Approach"☆49Updated 4 years ago
- ☆31Updated 2 years ago
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆52Updated 4 years ago
- Coresets via Bilevel Optimization☆65Updated 4 years ago
- ☆89Updated 3 years ago
- official PyTorch implementation of paper "Continual Meta-Learning with Bayesian Graph Neural Networks" (AAAI2020)☆61Updated 4 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆74Updated 4 years ago
- ☆35Updated 3 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Updated 4 years ago
- Code for 'CausalAdv: Adversarial Robustness Through the Lens of Causality'☆42Updated last year
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆67Updated 3 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆73Updated 2 years ago
- Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743…☆36Updated 2 years ago
- HSML for ICML 2019☆51Updated 5 years ago
- ☆35Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- Implementation of Contrastive Learning with Adversarial Examples☆28Updated 4 years ago
- This is an Uncertainty Study Arxiv☆11Updated this week
- A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.☆56Updated 3 years ago
- ☆38Updated 2 months ago