Popular GitHub Repositories for Distribution Matching

A collection of resources and papers on Diffusion Models

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Probabilistic language based on pattern matching and constraint propagation, 153 examples

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Facilitating the design, comparison and sharing of deep text matching models.

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

?? NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

TorchCFM: a Conditional Flow Matching library

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

The basic distribution probability Tutorial for Deep Learning Researchers

Pyramid Stereo Matching Network (CVPR2018)

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego