wildphoton / Compositional-GeneralizationLinks
[NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language
☆14Updated 3 years ago
Alternatives and similar repositories for Compositional-Generalization
Users that are interested in Compositional-Generalization are comparing it to the libraries listed below
Sorting:
- Library for the training and evaluation of object-centric models (ICML 2022)☆70Updated 2 years ago
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆62Updated 3 years ago
- ☆42Updated last year
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆46Updated 2 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32Updated 5 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 4 years ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆91Updated last year
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 2 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Updated last year
- EfficientMORL (ICML'21)☆22Updated 3 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59Updated 3 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 6 years ago
- Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)☆21Updated 2 years ago
- This is the official source code for SLATE. We provide the code for the model, the training code, and a dataset loader for the 3D Shapes …☆86Updated 2 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated 2 years ago
- ☆53Updated 4 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated 2 years ago
- This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …☆27Updated 4 years ago
- Official Code for Neural Systematic Binder☆33Updated 2 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆66Updated 3 years ago
- Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).☆13Updated 2 years ago
- ☆21Updated 3 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆53Updated 2 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆109Updated 3 years ago
- ☆39Updated 3 years ago
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated 2 years ago
- [NeurIPS 2020] Causal Discovery in Physical Systems from Videos☆80Updated 2 years ago
- Neural Networks that convert input movies into Physical Scene Graphs (PSGs)☆63Updated 4 years ago