jim-berend / semanticlensView external linksLinks
Mechanistic understanding and validation of large AI models with SemanticLens
☆50Dec 4, 2025Updated 2 months ago
Alternatives and similar repositories for semanticlens
Users that are interested in semanticlens are comparing it to the libraries listed below
Sorting:
- ☆15Jun 4, 2025Updated 8 months ago
- Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2…☆30Jan 6, 2025Updated last year
- A toolkit for quantitative evaluation of data attribution methods.☆55Jul 14, 2025Updated 7 months ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆219Jul 11, 2025Updated 7 months ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆239Jan 30, 2026Updated 2 weeks ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆15Jan 5, 2026Updated last month
- 📰 Must-read papers on Diffusion Models for Text Generation 🔥☆19Jun 21, 2024Updated last year
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆57Nov 3, 2024Updated last year
- Annotatability, a method to identify meaningful patterns in single-cell genomics data through annotation-trainability analysis, which est…☆19Jun 23, 2025Updated 7 months ago
- Scripts to evaluate scoped meaning representations☆20Jun 21, 2022Updated 3 years ago
- An Interpretable Self-Attention Network with block-attention and attention-attribution.☆12Sep 22, 2023Updated 2 years ago
- Introduction to exploratory data analysis course for Mathematics and data analysis studies in Spring 2022/2023☆16Aug 8, 2023Updated 2 years ago
- DataSAIL is a tool to split datasets while reducing information leakage.☆45Jan 15, 2026Updated last month
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆639Jan 20, 2026Updated 3 weeks ago
- ☆11Feb 6, 2026Updated last week
- rnalib: a python-based transcriptomics library☆11Jan 23, 2026Updated 3 weeks ago
- R Package for Bootstrap Unit Root Tests☆10May 5, 2025Updated 9 months ago
- ☆10Sep 29, 2023Updated 2 years ago
- A Shiny-based framework to analyze and visualize interactively genomic data☆11May 11, 2023Updated 2 years ago
- [EMNLP2023]: MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control☆12Nov 11, 2023Updated 2 years ago
- Chromosome Scale Assembler: A high-throughput chromosome scale genome assembly pipeline for vertebrate genomes☆10Oct 16, 2024Updated last year
- Spatial Seemingly Unrelated Regressions☆11Apr 22, 2022Updated 3 years ago
- MV-RAG combines retrieval with multi-view generation to create accurate 3D-consistent visuals. By retrieving reference images and text, i…☆23Nov 29, 2025Updated 2 months ago
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences, Neuron Visualisations, and Visual Counterfactu…☆10Oct 9, 2024Updated last year
- Official PyTorch Implementation of Federated Learning with Positive and Unlabeled Data☆10Aug 12, 2022Updated 3 years ago
- An R package for adjusting Stochastic Block Models from networks data sampled under various missing data conditions☆12Mar 13, 2025Updated 11 months ago
- ☆12Jan 10, 2023Updated 3 years ago
- DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.☆20Feb 9, 2026Updated last week
- [SIGIR 2025] Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph☆16Jun 6, 2025Updated 8 months ago
- Implementation of multiplex Leiden for analysis of spatial omics data☆17Feb 2, 2026Updated last week
- ☆14Dec 18, 2024Updated last year
- ☆14Apr 29, 2025Updated 9 months ago
- Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"☆14Mar 19, 2025Updated 10 months ago
- [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning☆23Nov 13, 2025Updated 3 months ago
- [NeurIPS 23] Characterizing OOD Error via Optimal Transport☆13Nov 19, 2023Updated 2 years ago
- ☆10Feb 14, 2022Updated 4 years ago
- ☆19Nov 25, 2024Updated last year
- ☆12Oct 31, 2020Updated 5 years ago