visinf / funnybirds
FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
☆21Updated 3 weeks ago
Alternatives and similar repositories for funnybirds:
Users that are interested in funnybirds are comparing it to the libraries listed below
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆16Updated last year
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆19Updated 2 years ago
- Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison☆18Updated last year
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆35Updated 8 months ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆52Updated 8 months ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated last year
- Create generated datasets and train robust classifiers☆35Updated last year
- ☆24Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆11Updated 8 months ago
- ☆107Updated last year
- ImageNetV2 Pytorch Dataset☆41Updated 2 years ago
- PyTorch code and pretrained weights for the UNIC models.☆31Updated 8 months ago
- B-cos Networks: Alignment is All we Need for Interpretability☆109Updated last year
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆31Updated last year
- PyTorch implementation of the paper "No reason for no supervision: Improving the generalization of supervised models"☆20Updated 2 years ago
- [NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.☆30Updated last month
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆23Updated 3 months ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"☆30Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆11Updated 2 months ago
- ☆63Updated 2 years ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆40Updated last year
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆48Updated 9 months ago
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆30Updated 7 months ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆20Updated 5 months ago
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆62Updated last year
- Official code for "Good Teachers Explain: Explanation-enhanced Knowledge Distillation", ECCV 2024☆19Updated 6 months ago
- This code provides a PyTorch implementation for OTTER (Optimal Transport distillation for Efficient zero-shot Recognition), as described …☆68Updated 3 years ago
- ☆41Updated last year