Kaihua Tang's repositories
VCTree-Scene-Graph-Generation
Code for the Scene Graph Generation part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"
VCTree-Visual-Question-Answering
Code for the Visual Question Answering (VQA) part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"
LVIS-for-mmdetection
support Large Vocabulary Instance Segmentation (LVIS) dataset for mmdetection
coding-interview-university
A complete computer science study plan to become a software engineer.
HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
pytorch-grad-cam
PyTorch implementation of Grad-CAM
SceneGraphParser
A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).
adversarial-attacks-pytorch
PyTorch implementations of Adversarial attacks and utils.
AOGNet
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
attributes-as-operators
Attribute-Object Visual Composition using Attributes as Operators
Bag-of-Tricks-for-AT
Empirical tricks for training state-of-the-art robust models on CIFAR-10
classifier-balancing
This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
ContrastiveLosses4VRD
Implementation for the CVPR2019 paper "Graphical Contrastive Losses for Scene Graph Generation"
dataflowr
code for deep learning courses
graph-rcnn.pytorch
Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers
homework
Assignments for CS294-112.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
mini-imagenet-tools
Tools for mini-ImageNet dataset
mmdetection-support-LVIS
Open MMLab Detection Toolbox and Benchmark
mnemonics
PyTorch implementation of "Mnemonics Training: Multi-Class Incremental Learning without Forgetting" (CVPR2020)
neural-motifs
Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)
pythia
A modular framework for Visual Question Answering research by the FAIR A-STAR team
RIDE-LongTailRecognition
Pytorch implementation for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
smoothing
Provable adversarial robustness at ImageNet scale
VC-R-CNN
[CVPR 2020] The official pytorch implementation of ``Visual Commonsense R-CNN''
vqa-project
Code for our paper: Learning Conditioned Graph Structures for Interpretable Visual Question Answering
youtube-8m-videos-frames
Youtube-8m Videos, Frames and Ids Generator. Extract videos from youtube-8m. Extract frames from youtube-8m.