My homepage's source code

An integer linear program solver using a Lagrange decomposition into binary decision diagrams. Lagrange multipliers are updated through dual block coordinate ascent.

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Archive of structured prediction problems from computer vision and machine learning

A toolkit for developing and comparing reinforcement learning algorithms.

Solving LPs with convergent message passing

Awesome machine learning for combinatorial optimization papers.

A simple and elegant Jekyll theme for an academic personal homepage

A fast approximate primal-dual solver for tracking-by-assignment cell-tracking problems

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

Utils and convenience functions for large-scale bio-image analysis.

CUDA-accelerated minimum spanning tree algorithm -- data parallel Boruvka's algorithm

Efficient SpGEMM on GPU using CUDA and CSR

Code for the paper "How Attentive are Graph Attention Networks?"

Latex code for making neural networks diagrams

COCO 2018 Panoptic Segmentation Task API (Beta version)

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

COCO API - Dataset @ http://cocodataset.org/

Auriga is a minimalist LaTeX beamer presentation theme 📽

Gemini is a modern LaTex beamerposter theme 🖼

MVSNet (ECCV2018) & R-MVSNet (CVPR2019)

PyTorch Implementation of MVSNet