Contains materials for workshops pertaining to adversarial robustness in deep learning.
☆87Apr 6, 2021Updated 5 years ago
Alternatives and similar repositories for adversarial-learning-robustness
Users that are interested in adversarial-learning-robustness are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contains the slides and hands-on tutorials showcasing adversarial learning on convolutional neural networks to build robust vision models☆17Sep 6, 2020Updated 6 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆83Jan 23, 2022Updated 4 years ago
- Hands-on examples showcasing popular NLP applications☆19Aug 23, 2019Updated 7 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Nov 5, 2020Updated 6 years ago
- Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.☆20Aug 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Apr 21, 2023Updated 3 years ago
- Contains presentation deck and notebooks showcasing fundamental concepts and hands-on examples for Convolutional Neural Networks☆46Oct 5, 2020Updated 6 years ago
- Contains relevant notebooks for the hands-on NLP workshop for the GIDS AIML Conference -2020 Edition☆24May 3, 2021Updated 5 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 6 years ago
- Papers, code and slides for my session at the live@manning NLP conference, 2020 covering my talk on Deep Transfer Learning for Natural La…☆34Aug 13, 2020Updated 6 years ago
- A simple example to showcase machine learning model deployment with an API☆10Mar 7, 2022Updated 4 years ago
- Find all of the resources from the developer events happening in the Microsoft India Developer Community.☆21Dec 1, 2020Updated 5 years ago
- Contains code and presentation for our full day workshop, 'Getting Started with Natural Language Processing'. This is created for the pur…☆65Dec 6, 2018Updated 7 years ago
- Autoencoder-based image compression using pictures of the surface of Mars.☆18Jun 12, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains images from 5 categories (250 for train and 50 for test for each category)☆12Apr 4, 2020Updated 6 years ago
- This repository will contain my take on Andrew Trask's book GrokkingDeepLearning.☆14Mar 21, 2020Updated 6 years ago
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Jun 11, 2021Updated 5 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- Contains notebooks for the PAR tutorial at CVPR 2021.☆34Jun 29, 2021Updated 5 years ago
- Tensorflow implementation of An All-in-One Network for Dehazing and Beyond☆10Feb 22, 2021Updated 5 years ago
- This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the op…☆32Apr 6, 2021Updated 5 years ago
- This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.☆13Aug 15, 2021Updated 5 years ago
- Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies☆171Jul 11, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.☆174Jan 23, 2023Updated 3 years ago
- This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hand…☆22Jul 7, 2022Updated 4 years ago
- An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data☆37Mar 27, 2021Updated 5 years ago
- Collection of simple functions reusable across ML projects.☆20Jul 6, 2021Updated 5 years ago
- This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.☆37May 23, 2022Updated 4 years ago
- Catalyst.Segmentation☆28Sep 13, 2021Updated 5 years ago
- Code for Neural Style Transfer.☆12Sep 10, 2020Updated 6 years ago
- Contains the thorough experiments made for a FloydHub article on Anomaly Detection☆16Oct 3, 2020Updated 6 years ago
- Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf☆18Mar 2, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019☆82Nov 15, 2019Updated 6 years ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 5 years ago
- An adaptive training algorithm for residual network☆17Aug 22, 2020Updated 6 years ago
- Implement Differentiable Architecture Search (DARTS) for RNN with fastai☆24Apr 16, 2019Updated 7 years ago
- Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul☆79Mar 2, 2026Updated 8 months ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- TensorFlow implementation of involution.☆13Jun 20, 2021Updated 5 years ago