Jiayuan Mao

Synchronized-BatchNorm-PyTorch. Synchronized Batch Normalization implementation in PyTorch.

PreciseRoIPooling. Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

SceneGraphParser. A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).

NSCL-PyTorch-Release. PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).

Jacinle. Personal python toolbox.

PyPatchMatch. PatchMatch based image inpainting for C++ and Python.

AdvancedIndexing-PyTorch. (Batched) advanced indexing for PyTorch.

TensorArtist. Lightweight neural network library for Tensorflow.

PDSketch-Alpha-Release. Python

neural-logic-machines. PyTorch implementation for the Neural Logic Machines (NLM).

NaiveCompGraph. A demo project for a computation graph implementation in C++.

dotfiles. Personal dotfiles.

vacancy.github.io. CSS

JacMLDash. Personal Dashboard for Machine Learning Experiments

Kaleido. A demo project for an auto-diff numerical operation library. Designed for course "Advanced Apps of Machine Learning'' at Tsinghua Univ.

BlockChainDB. BlockChainDB for course "Operation System" at Tsinghua University.

MPlib. A Lightweight Motion Planning Package, Forked for macOS Support

ns-vqa. Neural-symbolic visual question answering

pyccg. A Python library for distantly supervised CCG parsing/learning, based off of NLTK's CCG implementation

NaiveRayTracing. A naive implementation of ray tracing, incl. Path Tracing and Photon Mapping.

BlockDB. BlockDB for course "Operation System".

inplace_abn. In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

bitbar-plugins. Plugin repository for BitBar

tracikpy-noros. Python Bindings for TracIK with no ROS dependencies

TOQ-Nets-PyTorch-Release. TOQ-Nets-PyTorch code release

deoxys_control. A modular, real-time controller library for Franka Emika Panda robots

lark. Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.

skip-gram-pytorch. A complete pytorch implementation of skip-gram

refer. Referring Expression Datasets API

clevr-dataset-gen. A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

6882-HW. Jupyter Notebook

gco_python. Python wrappers for GCO alpha-expansion and alpha-beta-swaps

PatchMatch. Randomized Correspondence Algorithm for Structural Image Editing

posewarp-cvpr2018. Python

vigilworkshop.github.io. JavaScript

pygco. A python wrapper for gco-v3.0 package, used for graph cuts based MRF optimization.

VacTeX. A simple XeLaTeX Template.