From Gradient Leakage to Adversarial Attacks in Federated Learning

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

☁️ Build multimodal AI applications with cloud-native stack

Algorithms to recover input data from their gradient signal through a neural network

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Deep relational reasoning graph network for arbitrary shape text detection; Accepted by CVPR 2020 (Oral). http://arxiv.org/abs/2003.07493

Robust evasion attacks against neural network to find adversarial examples

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiase…

Look and Modify: Modification Networks for Image Captioning, BMVC 2019

Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020

Detecting Adversarial Examples in Deep Neural Networks

A PyTorch implementation of "ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network" (CVPR 2020 oral)

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

An Industrial Grade Federated Learning Framework

StyleGAN2 - Official TensorFlow Implementation with practical improvements

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)

Companion webpage to the book "Mathematics For Machine Learning"

PKU Team Zero's code for participation in ICDAR2019 ArT Recognition track (Champion)

CharNet: Convolutional Character Networks

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)