Trustworthy-ML-Lab / CLIP-dissectLinks
[ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs
☆59Updated 2 years ago
Alternatives and similar repositories for CLIP-dissect
Users that are interested in CLIP-dissect are comparing it to the libraries listed below
Sorting:
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆128Updated last year
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆89Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆27Updated 11 months ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆50Updated last year
- SpuCo is a Python package developed to further research to address spurious correlations.☆25Updated last year
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆28Updated 7 months ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆55Updated last year
- ☆13Updated 3 years ago
- Code for [Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models.☆12Updated last year
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12Updated 2 years ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Updated 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
- Concept Bottleneck Models, ICML 2020☆236Updated 2 years ago
- source code for NeurIPS'24 paper "Towards Calibrated Robust Fine-Tuning of Vision-Language Models"☆14Updated 2 months ago
- Sparse Linear Concept Embeddings☆127Updated 9 months ago
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆40Updated last year
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 2 years ago
- Test-Time Adaptation via Conjugate Pseudo-Labels☆42Updated 2 years ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- The example of correspondence between fine classes and superclasses (coarse classes) in ImageNet.☆13Updated last year
- ☆23Updated last year
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆104Updated 2 years ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆60Updated 9 months ago
- Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.☆17Updated last year
- ImageNetV2 Pytorch Dataset☆42Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Updated 3 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆41Updated 2 years ago
- ☆44Updated last year