Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".
☆29May 2, 2019Updated 7 years ago
Alternatives and similar repositories for Robustness-and-Interpretability
Users that are interested in Robustness-and-Interpretability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A summary of my recently surveyed papers. Some papers on Arxiv with unimpressive results are not included.☆25Apr 18, 2018Updated 8 years ago
- CVPR 2019 paper "Disentangling Adversarial Robustness and Generalization".☆14Oct 28, 2019Updated 6 years ago
- A tensorflow implementation and improvement of CVPR 2019 paper 'ComDefend'.☆15Apr 13, 2020Updated 6 years ago
- Supplementary Material to accompany the paper, DJ Warne, SA Sisson, C Drovandi (2019) Acceleration of expensive computations in Bayesian…☆13Oct 23, 2020Updated 5 years ago
- Tensorflow tutorial for various Deep Neural Network visualization techniques☆344Aug 22, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Get started with Swift for TensorFlow by examples☆30Jun 3, 2019Updated 7 years ago
- Repository containing code for getting statistical guarantees on properties of BNNs☆13Apr 24, 2019Updated 7 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 5 years ago
- A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 5 years ago
- TensorFlow Implementation of Several Zero-Shot Image Style Transfer Methods☆15Sep 30, 2017Updated 8 years ago
- Implementation of Adversarial Variational Optimization in PyTorch☆42Aug 7, 2018Updated 7 years ago
- Notes for ICML 2019☆38Jun 17, 2019Updated 6 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Mar 30, 2020Updated 6 years ago
- This is a open resource project for Artificial Intelligence☆13Mar 3, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Feb 27, 2020Updated 6 years ago
- A repository for the updated version of CoinRun used to collect MUGEN, a multimodal video-audio-text dataset. This repo contains scripts …☆13Jul 13, 2022Updated 3 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆29Oct 17, 2018Updated 7 years ago
- Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow☆72Jan 22, 2017Updated 9 years ago
- content.rdf.u8.gz☆11Dec 15, 2020Updated 5 years ago
- [CVPR'23 Highlight] Heterogeneous Continual Learning.☆15Dec 5, 2023Updated 2 years ago
- A supplementary code for Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs.☆47Nov 2, 2019Updated 6 years ago
- Code and data of the "Multi-domain adversarial learning" paper, Schoenauer-Sebag et al., accepted at ICLR 2019☆38Jan 20, 2021Updated 5 years ago
- AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)☆40Jun 10, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Visual Explanation using Uncertainty based Class Activation Maps☆23Jan 27, 2020Updated 6 years ago
- Colab notebooks for d2l-book☆11Dec 5, 2019Updated 6 years ago
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 5 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆43Feb 27, 2020Updated 6 years ago
- Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks☆35Mar 24, 2018Updated 8 years ago
- Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network☆11May 30, 2018Updated 8 years ago
- Normalized Wasserstein for Mixture Distributions☆11Mar 24, 2023Updated 3 years ago
- Reviews of papers on ML, DL, Statistics, Optimization, etc.☆12Aug 2, 2021Updated 4 years ago
- [NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.☆26Oct 11, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Chainer utility tool for GPU profiling by nvprof.☆24Apr 30, 2019Updated 7 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆46Sep 16, 2019Updated 6 years ago
- ☆13Apr 22, 2023Updated 3 years ago
- ☆13Mar 30, 2021Updated 5 years ago
- Computing various norms/measures on over-parametrized neural networks☆50Nov 26, 2018Updated 7 years ago
- ☆16Oct 3, 2022Updated 3 years ago
- Notebooks for Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations☆15Oct 3, 2019Updated 6 years ago