LumenPallidium / jepaLinks
Experiments in Joint Embedding Predictive Architectures (JEPAs).
☆41Updated last year
Alternatives and similar repositories for jepa
Users that are interested in jepa are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆50Updated 11 months ago
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆64Updated 3 weeks ago
- Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University☆95Updated last week
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated 5 months ago
- σ-GPT: A New Approach to Autoregressive Models☆65Updated 10 months ago
- Explorations into improving ViTArc with Slot Attention☆42Updated 8 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆89Updated last year
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆31Updated last year
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆89Updated last year
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆126Updated last month
- Explorations into the recently proposed Taylor Series Linear Attention☆99Updated 10 months ago
- Minimal Implimentation of VCRec (2024) for collapse provention.☆17Updated 5 months ago
- Deep Networks Grok All the Time and Here is Why☆37Updated last year
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆51Updated 3 months ago
- Implementation of a transformer for reinforcement learning using `x-transformers`☆60Updated last week
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆56Updated last year
- Implementation of the proposed Spline-Based Transformer from Disney Research☆97Updated 7 months ago
- Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster☆70Updated last month
- ☆65Updated last year
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆36Updated 9 months ago
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆101Updated 6 months ago
- My take on Flow Matching☆64Updated 5 months ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆97Updated last year
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmind☆64Updated 9 months ago
- ☆51Updated last year
- recipe for training fully-featured self supervised image jepa models☆10Updated 3 weeks ago
- ☆35Updated last month
- Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise☆36Updated 9 months ago
- A Transformer made of Rotation-equivariant Attention using Vector Neurons☆92Updated last year
- ☆81Updated last year