lucidrains / medical-ai-experimentsLinks
A repository to house some personal attempts to beat some state-of-the-art for medical datasets
☆99Updated last year
Alternatives and similar repositories for medical-ai-experiments
Users that are interested in medical-ai-experiments are comparing it to the libraries listed below
Sorting:
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmind☆68Updated last year
- Implementation of Zorro, Masked Multimodal Transformer, in Pytorch☆98Updated last year
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆139Updated 5 months ago
- Contrastive Language-Image Pretraining☆38Updated last year
- Visualizing representations with diffusion based conditional generative model.☆100Updated 2 years ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆107Updated 3 weeks ago
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆89Updated last year
- ☆75Updated 2 years ago
- ☆32Updated last year
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆94Updated 3 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 6 months ago
- Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training …☆18Updated 3 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆287Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆121Updated 11 months ago
- Axial Positional Embedding for Pytorch☆83Updated 6 months ago
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆50Updated last year
- Implementation of Infini-Transformer in Pytorch☆111Updated 8 months ago
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆107Updated 2 years ago
- Conference schedule, top papers, and analysis of the data for NeurIPS 2023!☆120Updated last year
- This repository will be a summary and outlook on all our open, medical, AI advancements.☆31Updated 2 years ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆124Updated last year
- Code for Principal Masked Autoencoders☆29Updated 5 months ago
- Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch☆103Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 3 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆205Updated 2 years ago
- Implementation of a modular, high-performance, and simplistic mamba for high-speed applications☆36Updated 10 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated 8 months ago
- Implementation of Agent Attention in Pytorch☆91Updated last year
- Experiment with diffusion models that you can run on your local jupyter instances☆63Updated 10 months ago