evandez / neuron-descriptionsLinks
Natural Language Descriptions of Deep Visual Features, ICLR 2022
☆65Updated last year
Alternatives and similar repositories for neuron-descriptions
Users that are interested in neuron-descriptions are comparing it to the libraries listed below
Sorting:
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 2 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 2 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆21Updated 2 months ago
- Create generated datasets and train robust classifiers☆35Updated last year
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆48Updated 11 months ago
- ☆107Updated last year
- ImageNetV2 Pytorch Dataset☆41Updated 2 years ago
- ☆34Updated 2 years ago
- Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)☆37Updated last year
- ☆45Updated 2 years ago
- Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"☆30Updated last year
- ☆24Updated 2 years ago
- Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models☆34Updated last month
- Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison☆18Updated last year
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆54Updated 9 months ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆52Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆10Updated 10 months ago
- Command-line tool for downloading and extending the RedCaps dataset.☆48Updated last year
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆24Updated 3 years ago
- ☆64Updated 2 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆41Updated 2 years ago
- Patching open-vocabulary models by interpolating weights☆91Updated last year
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆16Updated last year
- ☆29Updated 2 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆56Updated 2 years ago
- This code provides a PyTorch implementation for OTTER (Optimal Transport distillation for Efficient zero-shot Recognition), as described …☆69Updated 3 years ago
- ☆50Updated 2 years ago
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆18Updated 3 weeks ago