This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.
☆159Mar 17, 2024Updated 2 years ago
Alternatives and similar repositories for 3d-shapes
Users that are interested in 3d-shapes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dataset to assess the disentanglement properties of unsupervised learning methods☆540Jan 3, 2021Updated 5 years ago
- ☆81Apr 17, 2025Updated last year
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆286Jun 28, 2018Updated 8 years ago
- An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar…☆26Apr 20, 2018Updated 8 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,434May 16, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2022] disentanglement evaluation robust to model dimension variance.☆10Sep 21, 2022Updated 3 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago
- Implementation of IODINE model☆10Jun 7, 2019Updated 7 years ago
- Pytorch implementation of SCAN: Learning Hierarchical Compositional Visual Concepts, Higgins et al., ICLR 2018☆11Oct 10, 2018Updated 7 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Oct 7, 2022Updated 3 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Dec 3, 2022Updated 3 years ago
- Quantitative evaluation of disentangled representations☆63Mar 18, 2018Updated 8 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆291Mar 3, 2026Updated 4 months ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Jul 12, 2019Updated 7 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.
- Pytorch implementation of β-VAE☆572Dec 29, 2020Updated 5 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Jan 1, 2021Updated 5 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆37Mar 9, 2024Updated 2 years ago
- Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion☆18Feb 24, 2019Updated 7 years ago
- Systematic generalization test for CLEVR☆15Mar 11, 2020Updated 6 years ago
- ☆36Nov 10, 2021Updated 4 years ago
- [ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations☆27Aug 15, 2022Updated 3 years ago
- ☆28Jan 28, 2019Updated 7 years ago
- Student materials for Stats/Datasci 507, Fall 2021.☆10Dec 10, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python wrapper to small NORB dataset☆50Dec 8, 2022Updated 3 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆19Feb 27, 2023Updated 3 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
- On the pitfalls of measuring emergent communication☆34Mar 12, 2019Updated 7 years ago
- Implementing Visual Saliency Models☆13Jan 10, 2018Updated 8 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆46Nov 22, 2022Updated 3 years ago
- Tensorflow models and simulation code for 'ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking'☆46Mar 24, 2023Updated 3 years ago
- The code for performing MTL on object recognition with neural data☆16Nov 1, 2021Updated 4 years ago
- This is Region Proposal Network training example using VGG16 backbone with Pytorch☆11Feb 21, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).☆42Oct 29, 2017Updated 8 years ago
- [NeurIPS 2023] code for "DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models☆77Oct 20, 2023Updated 2 years ago
- Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.☆51Jun 18, 2020Updated 6 years ago
- Clockwork VAEs in JAX/Flax☆32Jul 16, 2021Updated 5 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆48Sep 20, 2023Updated 2 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Nov 27, 2022Updated 3 years ago
- Learning Robust Dynamics Through Variational Sparse Gating☆20Oct 19, 2022Updated 3 years ago