[NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretable concept-bottleneck-models (CBMs)
☆36Jun 5, 2025Updated last year
Alternatives and similar repositories for VLG-CBM
Users that are interested in VLG-CBM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆147Apr 7, 2026Updated 5 months ago
- [CVPR 2025] Official implementation of the paper "Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottle…☆24Jun 29, 2025Updated last year
- A comprehensive survey of Concept Bottleneck Models (CBM)☆70Jan 20, 2026Updated 8 months ago
- Official implementation for "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"☆12Jun 20, 2025Updated last year
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Concept-based generative models☆12Dec 13, 2024Updated last year
- [Nature Biomedical Engineering 2026] An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-trai…☆54Aug 18, 2026Updated last month
- [TMLR 25] An automated method for explaining complex neuron behaviors in deep vision models using large language models☆12Feb 20, 2025Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆111May 28, 2024Updated 2 years ago
- Code for Stochastic Concept Bottleneck Models☆18Aug 5, 2026Updated last month
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆35Feb 5, 2026Updated 7 months ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆32Jul 17, 2026Updated 2 months ago
- Minimal, standalone library for solving GLMs in PyTorch☆27Nov 18, 2021Updated 4 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25] Better …☆53May 20, 2026Updated 4 months ago
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆34Apr 22, 2026Updated 5 months ago
- (ECCV2024) Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (TextGCD)☆23Nov 26, 2025Updated 10 months ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆96May 20, 2024Updated 2 years ago
- ☆18Sep 19, 2024Updated 2 years ago
- [CVPR2025 Highlight] ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models☆20Mar 3, 2026Updated 6 months ago
- Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.☆18Aug 16, 2020Updated 6 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 3 years ago
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆49Dec 14, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- ☆15Oct 7, 2024Updated last year
- Official code for FaCT: Faithful Concept Traces for Explaining Neural Network Decisions. NeurIPS 2025☆21Mar 6, 2026Updated 6 months ago
- The offical implement of ImbSAM (Imbalanced-SAM)☆28Mar 4, 2024Updated 2 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated last year
- A curated list of papers & resources linked to concept learning☆13Aug 9, 2023Updated 3 years ago
- CME: Concept-based Model Extraction☆13Nov 24, 2020Updated 5 years ago
- ☆15Aug 31, 2026Updated 3 weeks ago
- virtual node analysis on ogb benchmark dataset☆14Mar 9, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆38Jun 17, 2025Updated last year
- [PR 2024] Official PyTorch Code for "Dual Teachers for Self-Knowledge Distillation"☆15Nov 28, 2024Updated last year
- Open Doodles☆13Jan 4, 2023Updated 3 years ago
- Concept Bottleneck Models, ICML 2020☆260Feb 24, 2023Updated 3 years ago
- [ICASSP2024] This repo holds the code for work "Residual Dense Swin Transformer for Continuous Depth-Independent Ultrasound Imaging"☆19Apr 10, 2024Updated 2 years ago
- Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neu…☆12Apr 24, 2026Updated 5 months ago