A benchmarking suite for disentanglement algorithms, suited for evaluating robustness to correlated factors. Codebase for the paper "Disentanglement of Correlated Factors via Hausdorff Factorized Support" by Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt.
☆79Feb 25, 2023Updated 3 years ago
Alternatives and similar repositories for disentangling-correlated-factors
Users that are interested in disentangling-correlated-factors are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆136Mar 7, 2026Updated 4 months ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Jan 12, 2022Updated 4 years ago
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆24Feb 26, 2022Updated 4 years ago
- Implementation of "Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning" (AAAI 2024)☆17Dec 18, 2023Updated 2 years ago
- Measuring Disentanglement: A Review of Metrics☆37Dec 18, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Experiments for understanding disentanglement in VAE latent representations☆841Feb 2, 2023Updated 3 years ago
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆24Jul 15, 2022Updated 4 years ago
- Official Repository for ICLR 2025 (Oral) BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models☆33Mar 4, 2025Updated last year
- ☆12Feb 9, 2024Updated 2 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,434May 16, 2021Updated 5 years ago
- https://arxiv.org/abs/2102.12594☆14Oct 3, 2023Updated 2 years ago
- ☆11Feb 2, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation, MIDL.☆11Mar 20, 2024Updated 2 years ago
- ☆81Apr 17, 2025Updated last year
- Experiments to reproduce results in Interventional Causal Representation Learning.☆31Feb 1, 2023Updated 3 years ago
- Discovering environments with XRM☆18Dec 6, 2024Updated last year
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆18Apr 15, 2022Updated 4 years ago
- Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs☆29Jan 8, 2024Updated 2 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆21May 28, 2022Updated 4 years ago
- Online resource for introduction to crystallography at Imperial College London (MATE40004)☆14Nov 8, 2022Updated 3 years ago
- The following scripts are available in order to be able to reproduce the experiments carried out in...☆10Oct 2, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [MICCAI 2023] Official implementation of our MICCAI 2023 paper "Pick the Best Pre-trained Model: Towards Transferability Estimation for M…☆13Jul 27, 2023Updated 2 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆286Jun 28, 2018Updated 8 years ago
- Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural …☆28Nov 11, 2020Updated 5 years ago
- ☆31Oct 7, 2022Updated 3 years ago
- ☆15May 8, 2021Updated 5 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Mar 4, 2022Updated 4 years ago
- Visualizing representations with diffusion based conditional generative model.☆110May 3, 2023Updated 3 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆88Aug 31, 2021Updated 4 years ago
- Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment, arXiv 2024 / CVPR 2025☆46Mar 1, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Avocodo: Generative Adversarial Network for Artifact-free Vocoder☆122Jul 14, 2022Updated 4 years ago
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆87Nov 27, 2023Updated 2 years ago
- Various Text-to-speech (TTS) papers based on Deep-learning☆14Feb 26, 2021Updated 5 years ago
- The official implementation for ECCV22 paper: Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Do…☆13Jul 21, 2022Updated 4 years ago
- A simple platform dedicated to data quality issues detection, especially in the context of online advertising.☆26Jun 18, 2024Updated 2 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Dec 15, 2022Updated 3 years ago
- ☆57Dec 20, 2021Updated 4 years ago