Sparse autoencoders for vision
☆67Sep 25, 2026Updated last month
Alternatives and similar repositories for saev
Users that are interested in saev are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆34Apr 22, 2026Updated 6 months ago
- Repository for the BioCLIP 2 model project. [NeurIPS'25 Spotlight] BioCLIP 2 is a biological foundation model trained on TreeOfLife-200M.…☆103Oct 14, 2026Updated 2 weeks ago
- [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models☆100Jun 5, 2026Updated 4 months ago
- Python package and CLI that simplifies using the BioCLIP family of foundation models.☆68Aug 15, 2026Updated 2 months ago
- Interpreting CLIP with Hierarchical Sparse Autoencoders (ICML 2025)☆29Jan 17, 2026Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆397Oct 7, 2026Updated 3 weeks ago
- [ECCV 2024] BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues.☆13Jul 17, 2024Updated 2 years ago
- [NeurIPS 2025] Rare Text Semantics Were Always There in Your Diffusion Transformer☆12Oct 7, 2025Updated last year
- A dataset of 1M insect specimens with DNA barcodes, taxonomy, and images.☆34Apr 30, 2025Updated last year
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆203Sep 26, 2025Updated last year
- This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25] Better …☆52May 20, 2026Updated 5 months ago
- ☆16Jan 2, 2026Updated 10 months ago
- ☆25Apr 23, 2024Updated 2 years ago
- This is an official implementation for [ICLR'24] INTR: Interpretable Transformer for Fine-grained Image Classification.☆60Apr 15, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Analysis of Sparse Autoencoders created via latent-sae☆13Jul 11, 2026Updated 3 months ago
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- Autoregressive Image Generation☆31Jun 13, 2025Updated last year
- Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)☆95Feb 20, 2024Updated 2 years ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆223Mar 4, 2026Updated 7 months ago
- Code for reproducing our paper "Are Sparse Autoencoders Useful? A Case Study in Sparse Probing"☆34Aug 15, 2026Updated 2 months ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 4 years ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆24Jan 1, 2025Updated last year
- Pytorch implementation of F-CAM. Paper: "F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling".☆15Jan 21, 2023Updated 3 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 2025] Official PyTorch implementation of "DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation"☆26Jul 11, 2025Updated last year
- ☆13Jan 31, 2025Updated last year
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 3 years ago
- ☆27Feb 9, 2023Updated 3 years ago
- ☆10Feb 15, 2025Updated last year
- [NeurIPS 2025] This is the official repository for VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Se…☆15Oct 3, 2026Updated 3 weeks ago
- (ICML 2026) Official code repository for Protein Circuit Tracing via Cross-layer Transcoders☆15May 14, 2026Updated 5 months ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆11Apr 13, 2020Updated 6 years ago
- [ACL 2026 Main] Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding☆26Nov 21, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Complexity vs. Accuracy: On Mechanistic Interpretability's Dependence on the Linear Representation Hypothesis☆14Oct 9, 2025Updated last year
- Code associated with ICML (2024). "Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normaliz…☆11Feb 22, 2026Updated 8 months ago
- ☆11Jul 15, 2026Updated 3 months ago
- Coursera Deep Learning Specialization: Code Implementation, Lecture Notes and Corresponding Papers☆11Oct 8, 2023Updated 3 years ago
- Repository for the Paper: Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Inj…☆21Apr 17, 2026Updated 6 months ago
- Official repository for "Emergence and Evolution of Interpretable Concepts in Diffusion Models"☆13Oct 22, 2025Updated last year
- Balancing Gradient Flow for Universally Better Vision Transformer Attributions☆13Nov 27, 2024Updated last year