evandez / neuron-descriptionsLinks
Natural Language Descriptions of Deep Visual Features, ICLR 2022
☆65Updated 2 years ago
Alternatives and similar repositories for neuron-descriptions
Users that are interested in neuron-descriptions are comparing it to the libraries listed below
Sorting:
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 3 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆49Updated last year
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- ☆96Updated 2 years ago
- ☆25Updated 2 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 3 years ago
- ImageNetV2 Pytorch Dataset☆41Updated 2 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- Patching open-vocabulary models by interpolating weights☆91Updated 2 years ago
- ☆109Updated 2 years ago
- ☆65Updated 3 years ago
- PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)☆109Updated 3 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆110Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- ☆46Updated 2 years ago
- Code for paper "Can contrastive learning avoid shortcut solutions?" NeurIPS 2021.☆47Updated 3 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆54Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆23Updated 3 years ago
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆62Updated 3 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆41Updated 2 years ago
- Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).☆38Updated last year
- Create generated datasets and train robust classifiers☆36Updated 2 years ago
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆149Updated 2 years ago
- Learning to See by Looking at Noise☆111Updated 10 months ago
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆53Updated last year
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆106Updated 2 years ago
- Official code for `Visual Attention Emerges from Recurrent Sparse Reconstruction' (ICML 2022)☆36Updated 3 years ago
- ☆120Updated 2 years ago
- ☆35Updated 2 years ago