A collection of resources on applications of multi-modal learning in medical imaging.

Latest Advances on Agentic AI & AI Agents for Healthcare

Agent benchmark for medical diagnosis

This repository contains the official code for "Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention, Alignment and Prompt Tuning," presented at CVPR 2024.

A label diffusion framework for label noise learning (CVPR 2025).

ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation

Implementation of Medfusion - A latent diffusion model for medical image synthesis.

Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.

[ICCV 2023] VPD is a framework that leverages the high-level and low-level knowledge of a pre-trained text-to-image diffusion model to downstream visual perception tasks.

NeurIPS25 Spotlight | Classifier-free guidance (CFG) can be viewed as fixed-point iteration and thus be upgraded.

[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

[IEEE TMI] DiffMIC-v2: Medical Image Classification via Improved Diffusion Network

Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (+ images)

A curated list for awesome discrete diffusion models resources.

Simple Guidance Mechanisms for Discrete Diffusion Models

Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"

Code accompanying the paper "Generalized Interpolating Discrete Diffusion"

A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.

The official GitHub repo for the survey paper "A Survey on Diffusion Language Models".

Repository for "TESS-2: A Large-Scale, Generalist Diffusion Language Model"

machine learning from the ground up

2026 AI/ML internship & new graduate job list updated daily

12 Lessons to Get Started Building AI Agents

A minimal implementation of diffusion models for text generation

Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.

Official repository of FlowAlign

This repository contains solutions to LeetCode Top 150 Interview Problems. Must-do List for Interview Prep 🎯