konpanousis / ConceptDiscoveryModelsLinks
This is the official implementation of the Concept Discovery Models paper.
☆13Updated 2 years ago
Alternatives and similar repositories for ConceptDiscoveryModels
Users that are interested in ConceptDiscoveryModels are comparing it to the libraries listed below
Sorting:
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆40Updated last year
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆17Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆94Updated last year
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆39Updated 2 years ago
- ☆13Updated 3 years ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Updated last year
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆25Updated 2 years ago
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆51Updated 2 years ago
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆52Updated last year
- [COLING'25] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding☆42Updated 8 months ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆110Updated last year
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆41Updated last year
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆26Updated 10 months ago
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Updated 9 months ago
- An open-world scenario domain generalization code base☆26Updated 2 years ago
- ☆38Updated last year
- ☆10Updated 5 months ago
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆17Updated 6 months ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆16Updated 4 months ago
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆88Updated last month
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆28Updated last year
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)☆11Updated last year
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆57Updated 2 years ago
- ☆18Updated 2 years ago
- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.☆50Updated 9 months ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆20Updated 10 months ago
- Code for "Towards Effective Visual Representations for Partial-Label Learning" in CVPR 2023.☆22Updated last year
- [ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts☆20Updated 2 years ago
- [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization☆36Updated last year