ExplainableML / DeViLLinks
GCPR 2023 - DeViL: Decoding Vision features into Language
☆12Updated 2 years ago
Alternatives and similar repositories for DeViL
Users that are interested in DeViL are comparing it to the libraries listed below
Sorting:
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆56Updated 2 years ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated last year
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 2 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆41Updated 2 years ago
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆27Updated 9 months ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆49Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆61Updated 2 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆86Updated last year
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆24Updated 5 months ago
- ☆65Updated 3 years ago
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Updated last year
- This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning☆24Updated last year
- The Continual Learning in Multimodality Benchmark☆68Updated 2 years ago
- ☆120Updated 2 years ago
- This repository contains the code and datasets for our ICCV-W paper 'Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts…☆29Updated last year
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆21Updated 11 months ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆81Updated 2 years ago
- Visual Language Transformer Interpreter - An interactive visualization tool for interpreting vision-language transformers☆97Updated 2 years ago
- ☆13Updated 3 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆21Updated 7 months ago
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆104Updated 2 years ago
- [CVPR 2023] Improving Zero-shot Generalization and Robustness of Multi-modal Models☆34Updated 2 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆21Updated 2 years ago
- Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.☆17Updated last year
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆120Updated last year
- Create generated datasets and train robust classifiers☆36Updated 2 years ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated last year
- ImageNetV2 Pytorch Dataset☆42Updated 2 years ago
- Official PyTorch implementation of improved B-cos models☆54Updated last month