patrick-knab / DSEG-LIMELinks
Improved image classification using a modified LIME framework, enabling user-driven hierarchical feature analysis through the integration of semantic segmentation foundation models.
☆17Updated 2 months ago
Alternatives and similar repositories for DSEG-LIME
Users that are interested in DSEG-LIME are comparing it to the libraries listed below
Sorting:
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆26Updated last year
- Symile is a flexible, architecture-agnostic contrastive loss that enables training modality-specific representations for any number of mo…☆46Updated 10 months ago
- Code for Principal Masked Autoencoders☆30Updated last week
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆26Updated 4 months ago
- ☆25Updated last year
- Decomposing and Editing Predictions by Modeling Model Computation☆139Updated last year
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆45Updated last year
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Updated 6 months ago
- Official implementation of "EchoTracker: Advancing Myocardial Point Tracking in Echocardiography". (MICCAI 2024)☆55Updated last year
- ☆14Updated last year
- Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neu…☆10Updated last year
- ☆129Updated last year
- Classification metrics and post-hoc calibration☆50Updated last month
- [Nature Medicine'25] A Multimodal Vision Foundation Model for Clinical Dermatology☆130Updated 3 weeks ago
- 👋 Overcomplete is a Vision-based SAE Toolbox☆119Updated 2 months ago
- Interpretable ML for TabPFN☆46Updated 6 months ago
- 🐟 CODS - Conformal Object Detection and Segmentation☆20Updated last month
- Mechanistic understanding and validation of large AI models with SemanticLens☆50Updated 2 months ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆27Updated 3 years ago
- ☆11Updated last year
- [ICML-2025] We introduce Lie group Relative position Encodings (LieRE) that goes beyond RoPE in supporting n-dimensional inputs.☆14Updated 6 months ago
- Code base for the paper ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations☆57Updated last year
- Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and…☆22Updated 7 months ago
- ICLR 2025 - official implementation for "I-Con: A Unifying Framework for Representation Learning"☆127Updated this week
- Evaluating DINOv2 for Radiology☆65Updated 8 months ago
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆35Updated 5 months ago
- Uncertainty-aware representation learning (URL) benchmark☆106Updated 11 months ago
- ☆27Updated 2 years ago
- A Co-evolving Agentic AI System for Medical Imaging Analysis☆90Updated last month
- CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis☆38Updated 4 months ago