Adversarial Robustness on In- and Out-Distribution Improves Explainability
☆12Feb 10, 2022Updated 4 years ago
Alternatives and similar repositories for InNOutRobustness
Users that are interested in InNOutRobustness are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jun 23, 2022Updated 3 years ago
- Guarantees on the behavior of neural networks don't always have to come at the cost of performance.☆30Oct 12, 2022Updated 3 years ago
- A way to achieve uniform confidence far away from the training data.☆38Apr 16, 2021Updated 5 years ago
- Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data☆13Sep 20, 2022Updated 3 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Aug 22, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of Confidence-Calibrated Adversarial Training (CCAT).☆45Aug 3, 2020Updated 5 years ago
- Pytorch implementation of NPAttack☆12Jul 7, 2020Updated 5 years ago
- Saarthi is a IVR-based voice assistant and chatbot. It converts speech to text, processes user input with OpenAI's ChatGPT API, and gener…☆11Jul 24, 2024Updated last year
- Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.☆19Mar 21, 2024Updated 2 years ago
- SIEVE: Multimodal Dataset Pruning using Image-Captioning Models (CVPR 2024)☆20Apr 28, 2024Updated 2 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Jan 25, 2018Updated 8 years ago
- IPython notebook with synthetic experiments for AFLite, based on the ICML 2020 paper, "Adversarial Filters of Dataset Biases".☆16Aug 14, 2020Updated 5 years ago
- Sparse principal component analysis as a nonlinear eigenproblem☆17Dec 17, 2020Updated 5 years ago
- official repository for the NeurIPS 2022 paper "Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Att…☆20Oct 28, 2022Updated 3 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.
- ☆22Oct 5, 2023Updated 2 years ago
- The bare necessities of Pandas on the Weld runtime☆14Dec 26, 2022Updated 3 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆37Aug 17, 2020Updated 5 years ago
- Convex Layerwise Adversarial Training (COLT)☆29Jan 13, 2021Updated 5 years ago
- Revisiting Character-level Adversarial Attacks for Language Models, ICML 2024☆19Feb 12, 2025Updated last year
- Code and data for the paper "In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation"☆27Aug 22, 2023Updated 2 years ago
- Testing Deep Neural Networks☆15Jul 4, 2018Updated 7 years ago
- Robust Principles: Architectural Design Principles for Adversarially Robust CNNs☆24Jan 13, 2024Updated 2 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Mar 30, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multiclass classification based on stochastic dual coordinate ascent☆33Nov 30, 2016Updated 9 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- SecretFlow-Serving is a serving system for privacy-preserving machine learning models.☆16Jan 22, 2026Updated 4 months ago
- ☆12May 22, 2023Updated 3 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆51Nov 2, 2020Updated 5 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆44Sep 11, 2023Updated 2 years ago
- Code for FAB-attack☆33Jul 10, 2020Updated 5 years ago
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container☆33Mar 21, 2023Updated 3 years ago
- ☆46May 8, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Domain Generation Algorithms research papers, datasets and code☆15May 17, 2020Updated 6 years ago
- A light weight conda interface library☆15Sep 6, 2015Updated 10 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 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
- gSpan, an efficient algorithm for mining frequent subgraphs☆20Jan 4, 2020Updated 6 years ago
- Reward Estimation for Variance Reduction in Deep Reinforcement Learning☆10May 8, 2018Updated 8 years ago
- A Self-Consistent Robust Error (ICML 2022)☆68Jun 25, 2023Updated 2 years ago