sayakpaul / Adversarial-Examples-in-Deep-Learning
Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).
☆12Updated 4 years ago
Alternatives and similar repositories for Adversarial-Examples-in-Deep-Learning:
Users that are interested in Adversarial-Examples-in-Deep-Learning are comparing it to the libraries listed below
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Updated 5 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Updated 4 years ago
- Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.☆20Updated 3 years ago
- Shows how to do parameter ensembling using differential evolution.☆10Updated 3 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Updated 3 years ago
- EMNLP Findings 2020: Reevaluating Adversarial Examples in Natural Language☆7Updated 4 years ago
- PyTorch implementation of GLOM☆22Updated 3 years ago
- The Concept Bottleneck Shift Detection (CBSD) methods for explaining and detecting various dataset shifts.☆14Updated 3 years ago
- (partial) replication of results from https://arxiv.org/abs/1912.07768☆26Updated 5 years ago
- reproduces experiments from "Grounding inductive biases in natural images: invariance stems from variations in data"☆17Updated 7 months ago
- A framework for implementing equivariant DL☆10Updated 3 years ago
- notebooks of cool EBM visualizations☆15Updated 4 years ago
- ☆22Updated 4 years ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Updated 2 years ago
- A few baselines with a standard tabular model☆38Updated 4 years ago
- Fastai community entry to 2020 Reproducibility Challenge☆18Updated 2 years ago
- Official Implementation of "Transferring Inductive Biases Through Knowledge Distillation"☆14Updated 4 years ago
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Updated 2 years ago
- NLP Examples using the 🤗 libraries☆41Updated 4 years ago
- ☆17Updated 4 years ago
- Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021☆20Updated 3 years ago
- An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data☆37Updated 4 years ago
- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Updated 5 years ago
- This project presents a simple framework to retrieve images similar to a query image.☆28Updated 4 years ago
- A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.☆17Updated 3 years ago
- The ntentional blog - a machine learning journey☆23Updated 2 years ago
- This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.☆15Updated 3 years ago
- Replication materials for "Identifying the Development and Application of Artificial Intelligence in Scientific Text"☆12Updated 5 years ago
- Stats 479 Project☆22Updated 5 years ago
- Notebooks to better understand text generation☆7Updated 4 years ago