nerdslab / myowLinks
PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
☆31Updated 3 years ago
Alternatives and similar repositories for myow
Users that are interested in myow are comparing it to the libraries listed below
Sorting:
- Visual Representation Learning Benchmark for Self-Supervised Models☆34Updated last year
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 3 years ago
- Code for Neural Manifold Clustering and Embedding☆59Updated 3 years ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆90Updated 11 months ago
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆22Updated 3 years ago
- Robust Optimal Transport code☆43Updated 2 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆87Updated 3 years ago
- ☆58Updated 3 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆35Updated 2 years ago
- Generalizing to unseen domains via distribution matching☆72Updated 4 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 4 years ago
- A Pytorch implementation of the optimal transport kernel embedding☆117Updated 4 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- ☆46Updated 3 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Updated 2 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆44Updated 4 years ago
- ☆37Updated 4 years ago
- ☆46Updated 2 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43Updated 4 years ago
- PyTorch implementation of Semi-Supervised Learning with Scarce Annotations https://arxiv.org/pdf/1905.08845.pdf☆13Updated 5 years ago
- Medical Out-of-Distribution Analysis Challenge MICCAI 2020 Solution☆16Updated 2 years ago
- MoCo with Alignment and Uniformity Loss.☆62Updated 3 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆24Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- Information Bottlenecks for Attribution☆79Updated 2 years ago
- SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise (BMVC2022)☆30Updated 3 months ago
- Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.☆77Updated 2 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Updated 4 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Updated 4 years ago