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:
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆43Updated 2 years ago
- The Continual Learning in Multimodality Benchmark☆68Updated 2 years ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆59Updated 2 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 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
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated 2 years ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- ☆27Updated 2 years ago
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆27Updated last year
- Create generated datasets and train robust classifiers☆36Updated 2 years ago
- ImageNetV2 Pytorch Dataset☆42Updated 2 years ago
- [ICCV 2023] Black Box Few-Shot Adaptation for Vision-Language models☆26Updated last year
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Updated 2 years ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated 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…☆30Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆149Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Updated 3 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆89Updated last year
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆21Updated 3 years ago
- ☆59Updated 2 years ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆35Updated 2 years ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆169Updated 3 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆51Updated last year
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆29Updated 8 months ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆22Updated last year
- ☆65Updated 3 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆21Updated 10 months ago
- [CVPR 2023] Improving Zero-shot Generalization and Robustness of Multi-modal Models☆35Updated 2 years ago
- ☆27Updated 2 years ago