gayalkuruppu

coarse-to-fine-curriculum

Coarse-to-Fine Curriculum Learning

EE5351-Applied-Parallel-Programming

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Brant-2

Brant

Pre-trained Transformer on Brain Signals

ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Transformer-for-EEG

modify self-attention model for EEG signal as input and image embedding layer as output

eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

eeg-self-supervision

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

rsna

:hospital: RSNA Intracranial Hemorrhage Detection :hospital:

STraTS

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

CLOCS

[ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS

personal-timeline

A public release of TimelineBuilder for building personal digital data timelines.

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

EEG_real_time_seizure_detection

Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)

seizure-type-classification-tuh

seizure type classification using TUH dataset

representation-shift

This is the official code of the Representation Shift metric from "Measuring Domain Shift for Deep Learning in Histopathology" by Stacke et al.

Video-ChatGPT

[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

multimodal-prompt-learning

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

deit

Official DeiT repository

swad

Official Implementation of SWAD (NeurIPS 2021)

hpc_beginning_workshop

DeepLearning

jama16-retina-replication

JAMA 2016; 316(22) Replication Study

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

SDViT

Official repository for "Self-Distilled Vision Transformer for Domain Generalization" (ACCV-2022 ORAL)