Awesome multi-modal large language paper/project, collections of popular training strategies, e.g., PEFT, LoRA.

Gitana SDK

Decoding the Learned Features of Masked Autoencoders in Semantic Segmentation Tasks

Domain Foundation Models for Time Series Classification

A project webpage for the EHRMamba paper.

This repository contains the python package for Helical

MixEval, a ground-truth-based dynamic benchmark derived from off-the-shelf benchmark mixtures, which evaluates LLMs with a highly capable model ranking (i.e., 0.96 correlation with Chatbot Arena) while running locally and quickly (6% the time and cost of running MMLU), with its queries being stably updated every month to avoid contamination.

Using an LLM to discover the genetic causes of rare disease

Fine-tuning foundation model for severe weather event prediction in the U.S. with 3-6 months of lead time

Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

Open-Source Python Software for Functional MRI Analysis

Solution for NeurIPS 2023 - MedFM Challenge

Implementation of Adaptive Machine Learning for Resource-Constrained Environments: A Comparative Study on CPU Utilization Prediction

Official repository for my MSc thesis: "Addressing Goal Misgeneralization with Natural Language Interfaces."

Projects and summaries for the Machine Learning [PPGEEC2318] course at UFRN, taught by Professor Ivanovitch Silva.

Awesome Semantic Textual Similarity: a curated list of Semantic Textual Similarity in Large Language Models and NLP

Website of Olivier Bernard, Professor at the university of Lyon (INSA) and Deputy Director of the CREATIS research laboratory

Simple Image Search powered by Multimodal Foundation Models (OpenAI Clip and Microsoft GLIP)

A lightweight library to support the development of applications using LLMs

[MICCAI'2024] EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera