ae-foster / invclr
Improving Transformation Invariance in Contrastive Representation Learning
☆13Updated 4 years ago
Alternatives and similar repositories for invclr:
Users that are interested in invclr are comparing it to the libraries listed below
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- ☆20Updated 4 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 2 years ago
- An Empirical Study of Invariant Risk Minimization☆27Updated 4 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 3 years ago
- ☆19Updated 3 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆30Updated 2 years ago
- ☆34Updated 2 weeks ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- ☆36Updated 4 years ago
- ☆37Updated 9 months ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆41Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- ☆18Updated 3 years ago
- ☆34Updated 4 years ago
- ☆30Updated 3 years ago
- ☆58Updated 3 years ago
- ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations☆23Updated 4 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆36Updated last year
- ☆45Updated 2 years ago
- ☆15Updated 2 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆35Updated last year
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆44Updated 2 years ago
- Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness☆44Updated 4 years ago
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆25Updated last year
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆41Updated 2 years ago
- Fine-grained ImageNet annotations☆29Updated 4 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆40Updated 2 years ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆39Updated 3 years ago
- Gradient-based Hyperparameter Optimization Over Long Horizons☆13Updated 3 years ago