brendel-group / cl-icaLinks
Code for the paper "Contrastive Learning Inverts the Data Generating Process".
☆91Updated last year
Alternatives and similar repositories for cl-ica
Users that are interested in cl-ica are comparing it to the libraries listed below
Sorting:
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 4 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- ☆33Updated 4 years ago
- Last-layer Laplace approximation code examples☆83Updated 4 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Updated 3 years ago
- Differentiable Optimizers with Perturbations in Pytorch☆69Updated 4 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 3 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Updated 2 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆47Updated 2 years ago
- Package for working with hypernetworks in PyTorch.☆131Updated 2 years ago
- Code for Neural Manifold Clustering and Embedding☆61Updated 3 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- [ICLR'21] Counterfactual Generative Networks☆107Updated 4 years ago
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆62Updated 3 years ago
- ☆21Updated 3 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆76Updated 4 years ago
- ☆39Updated 4 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Updated 7 years ago
- ☆79Updated 8 months ago
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆78Updated 3 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆79Updated 5 years ago
- MoCo with Alignment and Uniformity Loss.☆63Updated 4 years ago
- ☆111Updated 2 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆123Updated 4 years ago
- ☆89Updated 4 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆56Updated 2 years ago
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆41Updated 4 years ago
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Updated 5 years ago
- The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight…☆57Updated 3 years ago