htwang14

ABL

Anti-Backdoor learning (NeurIPS 2021)

AugMax

[NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.

GAN-Slimming

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

Once-for-All-Adversarial-Training

[NeurIPS 2020] "Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free" by Haotao Wang*, Tianlong Chen*, Shupeng Gui, Ting-Kuei Hu, Ji Liu, and Zhangyang Wang

PA-HMDB51

[TPAMI 2020] "Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset" by Zhenyu Wu, Haotao Wang, Zhaowen Wang, Hailin Jin, and Zhangyang Wang

Trap-and-Replace-Backdoor-Defense

[NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang

htwang14/ABL

Anti-Backdoor learning (NeurIPS 2021)

htwang14/BattleShip

CSCE606 Project for Team BattleShip

htwang14/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

htwang14/DBD

htwang14/detr

End-to-End Object Detection with Transformers

htwang14/dlrm

An implementation of a deep learning recommendation model (DLRM)

htwang14/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

htwang14/htwang14.github.io

htwang14/hw-acceptance-unit-test-cycle

htwang14/hw-ruby-intro

Ruby Introduction Assignment for Agile Development using Ruby on Rails

htwang14/I-BAU

Official Implementation of ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

htwang14/ICCV21_SCOOD

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

htwang14/images-web-crawler

This package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..

htwang14/Joint-Representation-Learning-for-Top-N-Recommendation

An implementation of the Joint Representation Learning Model (JRL) for product recommendation based on heterogeneous information sources

htwang14/JRL

Code for paper: Joint Representation Learning for Top-N Recommendation with Heterogenous Information Sources

htwang14/learning-to-learn

Learning to Learn in TensorFlow

htwang14/long-tailed-ood-detection

Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (ICML'22 Long Presentation)

htwang14/mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

htwang14/outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

htwang14/PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

htwang14/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

htwang14/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

htwang14/pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

htwang14/rottenpotatoes-rails-intro

RottenPotatoes app skeleton for saasbook/hw-rails-intro

htwang14/typo

Typo is the oldest and most powerful Ruby on Rails blogware, providing custom templates, powerful drag and drop plugins API, advanced SEO capabilities, XMLRPC API and many more.