Official code for FaCT: Faithful Concept Traces for Explaining Neural Network Decisions. NeurIPS 2025
☆20Mar 6, 2026Updated 6 months ago
Alternatives and similar repositories for FaCT
Users that are interested in FaCT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository of CFM: Language-aligned Concept Foundation Model for Vision☆27Apr 27, 2026Updated 4 months ago
- [NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.☆43Oct 13, 2025Updated 11 months ago
- Official PyTorch implementation of improved B-cos models☆61Dec 25, 2025Updated 8 months ago
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆76Jul 20, 2023Updated 3 years ago
- Official Implementation of "Interpretable 3D Neural Object Volumes for Robust Conceptual Reasoning." ICLR 2026.☆34Jun 4, 2026Updated 3 months 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.
- Modified 3D Gaussian rasterizer for latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction☆58Apr 10, 2024Updated 2 years ago
- Official code for "Good Teachers Explain: Explanation-enhanced Knowledge Distillation". ECCV 2024☆20Oct 30, 2024Updated last year
- Implementation for DIY-SC paper.☆29Jul 14, 2025Updated last year
- GitHub repository of the ICLR 2023 paper "Neural Architecture Design and Robustness: A Dataset"☆16Jan 25, 2023Updated 3 years ago
- ☆18Sep 19, 2024Updated 2 years ago
- 👋 Overcomplete is a Vision-based SAE Toolbox☆152Dec 4, 2025Updated 9 months ago
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆24May 1, 2025Updated last year
- Evaluation and dataset construction code for the CVPR 2025 paper "Vision-Language Models Do Not Understand Negation"☆49Feb 26, 2026Updated 6 months ago
- The code for the paper "Pre-trained Vision-Language Models Learn Discoverable Concepts"☆21Jun 5, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICLR 2026] Adapting Self-Supervised Representations as a Latent Space for Efficient Generation☆62Apr 24, 2026Updated 4 months ago
- ImageNet3D: Towards General-Purpose Object-Level 3D Understanding☆22Dec 6, 2024Updated last year
- [CVPR Findings 2026] "Circuit Tracing in Vision-Language Models"☆31Aug 18, 2026Updated last month
- Software Engineering Back End Microservices Project☆15Nov 20, 2024Updated last year
- Official code for the paper "Provable Compositional Generalization for Object-Centric Learning" (ICLR 2024, oral)☆16Aug 26, 2024Updated 2 years ago
- QuoteSum is a textual QA dataset containing Semi-Extractive Multi-source Question Answering (SEMQA) examples written by humans, based on …☆13Mar 25, 2024Updated 2 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 3 years ago
- Code for the "Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning" paper.☆19Jul 6, 2026Updated 2 months ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆46Dec 21, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Parametric Integer Programming Library☆15Aug 28, 2026Updated 3 weeks ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆60Nov 3, 2024Updated last year
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- Smooth Variational Graph Embeddings for Efficient Neural Architecture Search☆14Feb 2, 2023Updated 3 years ago
- ☆12Apr 27, 2022Updated 4 years ago
- Code base for Universal Sparse Autoencoders (USAEs)☆22Sep 7, 2025Updated last year
- Beyond Accuracy: What Matters in Designing Well-Behaved Models?☆19Mar 30, 2026Updated 5 months ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆32Jul 17, 2026Updated 2 months ago
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆48Oct 3, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 6 months ago
- [Nature Biomedical Engineering 2026] An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-trai…☆51Aug 18, 2026Updated last month
- ☆25May 31, 2024Updated 2 years ago
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆11Oct 31, 2024Updated last year
- The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.☆15May 8, 2025Updated last year
- ☆11Sep 11, 2022Updated 4 years ago
- Smooth Variational Graph Embeddings for Efficient Neural Architecture Search☆15Apr 8, 2024Updated 2 years ago