PanZiqiAI / disentangled-information-bottleneck
☆30Updated 4 years ago
Alternatives and similar repositories for disentangled-information-bottleneck:
Users that are interested in disentangled-information-bottleneck are comparing it to the libraries listed below
- MLTI for ICLR 2022☆30Updated 2 years ago
- Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning☆43Updated last year
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆38Updated 3 years ago
- ☆48Updated 2 years ago
- Theory and PyTorch implementation of Deep Variational Information Bottleneck☆27Updated 4 years ago
- This is the implementation of our CVPR'23 paper On the Pitfall of Mixup for Uncertainty Calibration. In the paper, we conduct a series of…☆17Updated 2 years ago
- ☆38Updated 4 months ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆38Updated last year
- ATS for NeurIPS 2021☆22Updated 3 years ago
- Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743…☆37Updated 2 years ago
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated last year
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆58Updated 4 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆186Updated 7 years ago
- Implementation of Multi-View Information Bottleneck☆131Updated 4 years ago
- Code Release for Learning to Adapt to Evolving Domains☆31Updated 3 years ago
- Self-Supervised Dataset Distillation for Transfer Learning☆13Updated 11 months ago
- ☆42Updated 2 years ago
- ☆25Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆42Updated 2 years ago
- (Pytorch) Training ResNets on ImageNet-100 data☆56Updated 3 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆25Updated last year
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆77Updated 3 years ago
- Weakly Supervised Contrastive Learning☆41Updated 3 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆85Updated 11 months ago
- MetaMix for ICML 2021☆27Updated 3 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated 2 years ago
- [ICASSP 2020] Code release of paper 'Heterogeneous Domain Generalization via Domain Mixup'☆25Updated 4 years ago
- an implementation of Deep Variational Informational Bottleneck in pytorch (https://arxiv.org/pdf/1612.00410.pdf)☆33Updated 6 years ago
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆101Updated 2 years ago