konpanousis / ConceptDiscoveryModels
This is the official implementation of the Concept Discovery Models paper.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ConceptDiscoveryModels
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆16Updated last year
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆34Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆81Updated 5 months ago
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆15Updated 7 months ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆11Updated last year
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Updated last year
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆34Updated last year
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆72Updated 5 months ago
- ☆33Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆19Updated 2 years ago
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆49Updated last year
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆10Updated 4 months ago
- A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept dat…☆79Updated 7 months ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆18Updated 3 weeks ago
- [ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts☆18Updated last year
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆25Updated 11 months ago
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆14Updated 3 months ago
- Official PyTorch implementation of "Masked Images Are Counterfactual Samples for Robust Fine-tuning" (CVPR 2023)☆13Updated last year
- ☆55Updated last year
- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.☆44Updated this week
- ☆11Updated this week
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆37Updated 6 months ago
- [CVPR 2023] TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation☆22Updated last year
- ☆16Updated 6 months ago
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆51Updated 2 months ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆23Updated last year
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆50Updated 3 months ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆21Updated last year
- Analysis of evidential models☆11Updated last year
- ☆25Updated 9 months ago