rgeirhos / generalisation-humans-DNNsView external linksLinks
Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
☆95Aug 14, 2023Updated 2 years ago
Alternatives and similar repositories for generalisation-humans-DNNs
Users that are interested in generalisation-humans-DNNs are comparing it to the libraries listed below
Sorting:
- Logit Pairing Methods Can Fool Gradient-Based Attacks [NeurIPS 2018 Workshop on Security in Machine Learning]☆19Dec 2, 2018Updated 7 years ago
- VectorDefense: Vectorization as a Defense to Adversarial Examples --->☆13May 3, 2018Updated 7 years ago
- Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"☆164Mar 19, 2020Updated 5 years ago
- Project hosted at Stanford University examining developmental changes in children's drawings☆21Sep 9, 2022Updated 3 years ago
- CNN Neural System Identification Model☆30Feb 7, 2018Updated 8 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆43Feb 27, 2020Updated 5 years ago
- A new test set for ImageNet☆263May 13, 2023Updated 2 years ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆22Dec 4, 2024Updated last year
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Apr 8, 2018Updated 7 years ago
- Tiny Imagenet Visual Recognition Challenge☆38Jul 6, 2018Updated 7 years ago
- [ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance☆57Aug 8, 2018Updated 7 years ago
- Implementation of Selective Clustering Annotated using Modes of Projections☆11May 19, 2020Updated 5 years ago
- A script that applies the AdaIN style transfer method to arbitrary datasets☆166Jul 5, 2021Updated 4 years ago
- Release of CIFAR-10.1, a new test set for CIFAR-10.☆225Apr 16, 2020Updated 5 years ago
- ☆13Mar 11, 2018Updated 7 years ago
- ☆10Jan 24, 2020Updated 6 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 8 years ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆14Oct 15, 2020Updated 5 years ago
- ☆19Jul 31, 2025Updated 6 months ago
- Visualizing Gradient Descent with Momentum in Python☆25Aug 14, 2018Updated 7 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆187Sep 17, 2020Updated 5 years ago
- ☆11Mar 28, 2016Updated 9 years ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 2 years ago
- ☆13Jul 19, 2022Updated 3 years ago
- Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression☆14Mar 22, 2025Updated 10 months ago
- Real-time image and video foveation transform using PyCUDA☆11Jan 6, 2021Updated 5 years ago
- Comparison-based Machine Learning in Python☆21Jun 16, 2024Updated last year
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆30May 2, 2019Updated 6 years ago
- ☆14Apr 18, 2020Updated 5 years ago
- An algorithm for classification from a graph-sparse support☆15Jan 30, 2019Updated 7 years ago
- A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturb…☆12Aug 5, 2020Updated 5 years ago
- python image data augmentation☆12Jul 24, 2017Updated 8 years ago
- Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noi…☆15Jun 11, 2022Updated 3 years ago
- An automated data pipeline scaling RL to pretraining levels☆72Oct 11, 2025Updated 4 months ago
- ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale☆231May 26, 2022Updated 3 years ago
- f-divergence based t-SNE☆16Oct 9, 2022Updated 3 years ago
- ☆13Feb 17, 2018Updated 8 years ago
- ☆11Jan 26, 2020Updated 6 years ago
- Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image cor…☆62May 24, 2023Updated 2 years ago