LumenPallidium / jepa
Experiments in Joint Embedding Predictive Architectures (JEPAs).
☆40Updated last year
Alternatives and similar repositories for jepa:
Users that are interested in jepa are comparing it to the libraries listed below
- Explorations into improving ViTArc with Slot Attention☆39Updated 5 months ago
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆56Updated last month
- Implementation of the proposed Spline-Based Transformer from Disney Research☆87Updated 4 months ago
- My take on Flow Matching☆42Updated 2 months ago
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmind☆59Updated 6 months ago
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆117Updated 5 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆23Updated 2 months ago
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆49Updated 8 months ago
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆45Updated last month
- σ-GPT: A New Approach to Autoregressive Models☆62Updated 7 months ago
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆55Updated 10 months ago
- recipe for training fully-featured self supervised image jepa models☆10Updated 6 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 8 months ago
- Minimal Implementation of a D3PM in pytorch☆206Updated 11 months ago
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆88Updated last year
- ☆26Updated last month
- Exploration into the Firefly algorithm in Pytorch☆35Updated last month
- Official implementation for "Targeted Cause Discovery with Data-Driven Learning"☆23Updated 7 months ago
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆31Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆210Updated 7 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 9 months ago
- Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in P …☆201Updated last year
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆98Updated 3 months ago
- Implementation of Agent Attention in Pytorch☆90Updated 8 months ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆94Updated 6 months ago
- A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks☆30Updated 4 months ago
- Visualizing representations with diffusion based conditional generative model.☆93Updated last year
- Focused on fast experimentation and simplicity☆70Updated 3 months ago
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated 8 months ago
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆46Updated last year