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adversarial-robustness-toolbox

Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support

attacking_distributed_learning

An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)

awesome-architecture-search

A curated list of awesome architecture search resources

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression & Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-nas

A curated list of neural architecture search (NAS) resources.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

bismo

BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

bwn_shift

cacti

An integrated cache and memory access time, cycle time, area, leakage, and dynamic power model

cacti-6.5

This tools offer many simulation of memory design detail parameter. Then you can setting these parameter to running result in your condition circumstance.

caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

caffe-python-tutorial

A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune and compress Net.

ce2p

cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convexpolytopeposioning

ConvexPolytopePosioning

dac_2018

Design contest for DAC 2018

dba

DBA: Distributed Backdoor Attacks against Federated Learning

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

deepboosting

Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence

deepinversion

deeplearning-mpo

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

deepmutationoperators

deepsigns

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dnn-watermark

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

emdl

Embedded and mobile deep learning research resources

fastai

The fast.ai deep learning library, lessons, and tutorials

favoritepapers