facebookresearch / directclr
Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.
☆77Updated 2 years ago
Alternatives and similar repositories for directclr:
Users that are interested in directclr are comparing it to the libraries listed below
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- ☆58Updated 3 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 3 years ago
- ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning☆77Updated last year
- MoCo with Alignment and Uniformity Loss.☆62Updated 3 years ago
- ☆48Updated 2 years ago
- ☆63Updated 2 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 2 years ago
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆107Updated last year
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- ☆38Updated 4 months ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 3 years ago
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated last year
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆83Updated 3 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆33Updated 3 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆96Updated 2 years ago
- Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization☆147Updated 2 years ago
- ☆18Updated 3 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆85Updated 2 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆143Updated 2 years ago
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆40Updated 2 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆262Updated 3 years ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆38Updated 3 years ago
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- Code for Neural Manifold Clustering and Embedding☆59Updated 3 years ago
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆19Updated 2 years ago
- LISA for ICML 2022☆47Updated last year
- ☆108Updated last year
- PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"☆71Updated 3 years ago