Jiayuan Mao's repositories
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).
PyPatchMatch
PatchMatch based image inpainting for C++ and Python.
AdvancedIndexing-PyTorch
(Batched) advanced indexing for PyTorch.
NaiveCompGraph
A demo project for a computation graph implementation in C++.
neural-logic-machines
PyTorch implementation for the Neural Logic Machines (NLM).
clevr-dataset-gen
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
gco_python
Python wrappers for GCO alpha-expansion and alpha-beta-swaps
inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
PatchMatch
Randomized Correspondence Algorithm for Structural Image Editing
TOQ-Nets-PyTorch-Release
TOQ-Nets-PyTorch code release
alfred
ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks
transition
Official code for the paper "Learning Transition Policies for Composing Complex Skills" (ICLR 2019)