Learning to Estimate Shapley Values with Vision Transformers
☆38Mar 4, 2026Updated 4 months ago
Alternatives and similar repositories for vit-shapley
Users that are interested in vit-shapley are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An amortized approach for calculating local Shapley value explanations☆106Nov 29, 2023Updated 2 years ago
- ☆20Apr 27, 2023Updated 3 years ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆64Mar 25, 2024Updated 2 years ago
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆23Mar 4, 2025Updated last year
- Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021☆15Jun 1, 2021Updated 5 years ago
- 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.
- ☆10Feb 22, 2023Updated 3 years ago
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" (CVPR …☆21Aug 20, 2024Updated last year
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Apr 23, 2024Updated 2 years ago
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- A lightweight implementation of removal-based explanations for ML models.☆59Jul 19, 2021Updated 4 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- ☆10May 18, 2023Updated 3 years ago
- ☆28Jun 12, 2023Updated 3 years ago
- InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。☆261Sep 4, 2024Updated 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.
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Jan 19, 2023Updated 3 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- Code for ACL 2025 Main paper "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning…☆53Aug 4, 2025Updated 11 months ago
- Code repository for the AAAI 2022 paper "Do Feature Attribution Methods Correctly Attribute Features?"☆21Apr 30, 2022Updated 4 years ago
- A new simple method for dataset distillation called Randomized Truncated Backpropagation Through Time (RaT-BPTT)☆14Apr 21, 2024Updated 2 years ago
- 👋 Xplique is a Neural Networks Explainability Toolbox☆746Mar 31, 2026Updated 3 months ago
- A collection of algorithms of counterfactual explanations.☆53Mar 22, 2021Updated 5 years ago
- [NeurIPS 2025] Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking☆32Jun 15, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Hierarchical Forecasting at Scale☆16Mar 18, 2024Updated 2 years ago
- ☆20Mar 10, 2025Updated last year
- Source Data of ACL2021 paper "Syntax-Enhanced Pre-trained Model"☆11Jun 1, 2021Updated 5 years ago
- Tabular data imputation and generation, with flexible modeling of quantitative features via hierarchical binning (TMLR, 2025)☆16Mar 10, 2025Updated last year
- CartoonX is a saliency map method for image classifiers operating in the wavelet/shearlet domain.☆10Feb 23, 2026Updated 4 months ago
- Website for HKU NLP group (under construction)☆14Updated this week
- Hybrid Car Model MATLAB Simulink Simscape☆15Jul 27, 2023Updated 2 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Oct 12, 2021Updated 4 years ago
- For calculating global feature importance using Shapley values.☆292Jun 29, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- (ACM MM24) This is the offical repository of GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction.☆11Jan 28, 2024Updated 2 years ago
- Create reliability diagrams to quantify ML calibration.☆10Feb 1, 2022Updated 4 years ago
- ☆13Mar 25, 2023Updated 3 years ago
- codes for paper "Interpretability-Aware Vision Transformer"☆22Sep 14, 2023Updated 2 years ago
- The approach involves the usage of Multi-Criteria Decision Analyses, including Weighted Sum Model (WSM), Weighted Product Model (WPM) and…☆11Oct 22, 2021Updated 4 years ago
- For calculating Shapley values via linear regression.☆74Jun 6, 2021Updated 5 years ago
- [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬☆30Mar 3, 2025Updated last year