Code associated with our paper "Learning Group Structure and Disentangled Representations of Dynamical Environments"
☆15Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for learning-group-structure
Users that are interested in learning-group-structure are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contains the code for the ICML 2023 paper, entitled "Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disenta…☆13Apr 20, 2026Updated 5 months ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Oct 7, 2022Updated 4 years ago
- Code for ICML2021 paper 'Commutative Lie Group VAE for Disentanglement Learning'.☆23Nov 2, 2022Updated 3 years ago
- Code for NeurIPS 2019 paper: "Symmetry-Based Disentangled Representation Learning requires Interaction with Environments" by H. Caselles-…☆34Dec 9, 2019Updated 6 years ago
- DUET: 2D Structured and Approximately Equivariant Representations, ICML 2023☆18Sep 11, 2026Updated 3 weeks 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.
- PyTorch implementation for the Neural Logic Machines (NLM).☆12May 7, 2019Updated 7 years ago
- ☆14Nov 13, 2020Updated 5 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆24Jul 15, 2022Updated 4 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆58Apr 11, 2021Updated 5 years ago
- Code for "Disentangling images with Lie group transformations and sparse coding" (2023).☆13May 24, 2021Updated 5 years ago
- Source code of our TCSVT 2020 paper "Multi-level Knowledge Injecting for Visual Commonsense Reasoning"☆11Sep 18, 2024Updated 2 years ago
- This repository contains the full code for our paper "Theory and evaluation metrics for learning disentangled representations"☆15Feb 13, 2021Updated 5 years ago
- Contrastive Dialogue Disentanglement via Clustering☆13Apr 26, 2023Updated 3 years ago
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Nov 26, 2019Updated 6 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.
- Config files for my GitHub profile.☆25Mar 23, 2025Updated last year
- Contact-Aware Symplectic Integrator Network☆19Mar 22, 2023Updated 3 years ago
- ☆19Apr 29, 2022Updated 4 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago
- Explainable Interactive Concept Learning☆15Mar 26, 2023Updated 3 years ago
- Authors' implementation of the paper "Equivariant Networks for Pixelized Spheres" published at ICML 2021.☆12Feb 23, 2022Updated 4 years ago
- Official implementation of the paper *PDE-Driven Spatiotemporal Disentanglement*☆29Mar 15, 2021Updated 5 years ago
- A complete waste of time☆15Dec 11, 2022Updated 3 years ago
- Meta-learning inductive biases in the form of useful conserved quantities.☆41Nov 19, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Mar 31, 2021Updated 5 years ago
- Long-term probabilistic forecasting of quasiperiodic phenomena using Koopman theory☆37Jan 22, 2022Updated 4 years ago
- Official Code for ICLR2022 Paper: Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap☆28Sep 28, 2025Updated last year
- [NeurIPS 2022] disentanglement evaluation robust to model dimension variance.☆10Sep 21, 2022Updated 4 years ago
- ☆22Nov 21, 2021Updated 4 years ago
- A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"☆12Mar 23, 2021Updated 5 years ago
- Pytorch implementation of SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆20Jan 27, 2018Updated 8 years ago
- Google AI Research☆10Mar 11, 2020Updated 6 years ago
- Code for the paper Self-Supervised Learning of Split Invariant Equivariant Representations☆31Sep 4, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- JAX exponential map normalising flows on sphere☆17Oct 4, 2020Updated 6 years ago
- Implement Conditional VAE and train on MNIST by tensorflow 1.3.0.☆10Nov 7, 2017Updated 8 years ago
- Python module with simulation backends☆17Oct 22, 2020Updated 5 years ago
- ☆117May 17, 2021Updated 5 years ago
- Re-implementation of Hamiltonian Generative Networks paper☆38Aug 22, 2022Updated 4 years ago
- Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning☆48Apr 20, 2024Updated 2 years ago
- Old Reinforcement Learning research from university☆10Jan 4, 2017Updated 9 years ago