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Name: NING LAM
Type: User
Name: NING LAM
Type: User
Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support
An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)
A curated list of awesome architecture search resources
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.
A curated list of neural architecture search (NAS) resources.
:metal: awesome-semantic-segmentation
Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.
BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
An integrated cache and memory access time, cycle time, area, leakage, and dynamic power model
This tools offer many simulation of memory design detail parameter. Then you can setting these parameter to running result in your condition circumstance.
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune and compress Net.
CGNet: A Light-weight Context Guided Network for Semantic Segmentation
A technical report on convolution arithmetic in the context of deep learning
ConvexPolytopePosioning
Design contest for DAC 2018
DBA: Distributed Backdoor Attacks against Federated Learning
My Exploration on Deep Reinforcement Learning Survey
Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence
Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.
Embedded and mobile deep learning research resources
The fast.ai deep learning library, lessons, and tutorials
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.