jacobandreas / treLinks
Measuring compositionality in representation learning
☆73Updated 6 years ago
Alternatives and similar repositories for tre
Users that are interested in tre are comparing it to the libraries listed below
Sorting:
- Learning with latent language☆51Updated 4 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 5 years ago
- ☆62Updated 4 years ago
- Code for "Systematic Generalization: What Is Required and Can It Be Learned"☆37Updated 6 years ago
- Solving reinforcement learning tasks which require language and vision☆33Updated 2 years ago
- Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018☆43Updated 6 years ago
- Annotated bibliographies.☆40Updated 6 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 6 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 6 years ago
- Code for "Recurrent Independent Mechanisms"☆120Updated 3 years ago
- An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar…☆26Updated 7 years ago
- Systematic generalization test for CLEVR☆15Updated 5 years ago
- Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]☆67Updated 2 years ago
- Grounded SCAN data set.☆70Updated 3 years ago
- Estimating Gradients for Discrete Random Variables by Sampling without Replacement☆40Updated 5 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆39Updated 4 years ago
- Translating neuralese☆46Updated 8 years ago
- Memory efficient MAML using gradient checkpointing☆86Updated 5 years ago
- SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆53Updated 8 years ago
- Code for the publication Learning to Reason with Third-Order Tensor Products.☆41Updated 6 years ago
- Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)☆34Updated 8 years ago
- PyTorch code for meta seq2seq learning☆43Updated 5 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 6 years ago
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Updated 7 years ago
- Code release for the paper "Calibrating Energy-based Generative Adversarial Networks"☆24Updated 8 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆22Updated 3 years ago
- A Python implementation of the gradient REBAR estimator.☆46Updated 7 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial langua…☆22Updated this week
- Implementation of REBAR in PyTorch☆17Updated 7 years ago