RedRyan111 / GLOM
An implementation of 2021 paper by Geoffrey Hinton: "How to represent part-whole hierarchies in a neural network" in Pytorch.
☆58Updated 4 years ago
Alternatives and similar repositories for GLOM:
Users that are interested in GLOM are comparing it to the libraries listed below
- An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up proc…☆193Updated 4 years ago
- Implementation of Hierarchical Transformer Memory (HTM) for Pytorch☆73Updated 3 years ago
- ☆41Updated 2 years ago
- A GPT, made only of MLPs, in Jax☆57Updated 3 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆50Updated 2 years ago
- Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"☆79Updated 3 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 3 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆24Updated 4 years ago
- Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)☆48Updated 2 years ago
- A simple implementation of a deep linear Pytorch module☆20Updated 4 years ago
- Implementation of Kronecker Attention in Pytorch☆18Updated 4 years ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆51Updated 3 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆69Updated 4 years ago
- ☆47Updated 2 years ago
- Pretrained TorchVision models on CIFAR10 dataset (with weights)☆24Updated 4 years ago
- ☆66Updated 3 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆22Updated 2 years ago
- An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain☆33Updated 4 years ago
- MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space☆40Updated 4 years ago
- A Benchmark for Efficient and Compositional Visual Reasoning☆25Updated last year
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆37Updated 3 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆44Updated 2 years ago
- A JAX implementation of Broaden Your Views for Self-Supervised Video Learning, or BraVe for short.