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adversarial

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

adversarial-attacks-for-image-and-video-object-detection

A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)

audio-snr

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

audio_visual_speech_enhancement

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments

cifar-keras-tutorial

Conv-net CIFAR10 tutorial

cifar-pretrained-models

Pretrained models on CIFAR10/100 in PyTorch

cifar10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

deepacid

deeplearning

Deep Learning Course.

faml

free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

funbot

Chatbot for Fun using Seq2Seq model.

models

Models and examples built with TensorFlow

non-local-nn-pytorch

Pyorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)

proxy-anchor-cvpr2020

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

sinica

soft_adversarial

Towards Adversarial Robustness forMulti-mode Data Through MetricLearning

text-detection-and-recognition-of-thai-traffic-panels

xai

Why Trust the Machine?