Popular GitHub Repositories for Matching Pursuit

A collection of resources and papers on Diffusion Models

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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.

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

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

?? 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)

Pyramid Stereo Matching Network (CVPR2018)

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

Developer friendly Natural Language Processing ?

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations