Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
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May 4, 2021
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saliency-methods
Here are 6 public repositories matching this topic...
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
metrics python3 saliency-map metrics-reported metrics-library saliency salient-object-detection salient-regions saliency-detection saliency-model saliency-prediction saliency-maps saliency-methods metrics-evaluation
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Dec 10, 2024 - Python
[WACV2025] SUM: Saliency Unification through Mamba for Visual Attention Modeling
marketing mamba saliency-map saliency mamba-image visual-attention saliency-model saliency-prediction wacv saliency-analysis saliency-methods mamba-state-space-models vision-mamba mamba-model wacv2025
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Dec 8, 2024 - Python
Code for "Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability" (https://arxiv.org/abs/2010.09750)
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Nov 10, 2020 - Python
Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)
text-classification transformers interpretability explainability integrated-gradients saliency-maps feature-attribution saliency-methods explainable-nlp chatgpt
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Jul 27, 2023 - Python
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer
change-detector salient-object-detection saliency-detection change-detection crowd-counting crowdcounting saliency-model rgbd-segmentation crowd-count crowdcounter rgbd-saliency-detection saliency-methods change-detection-algorithms rgbd-salient-object-detection rgbt-salient-object-detection salient-area-extraction rgbt-saliency-detection rgbd-semantic-segmentation
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Feb 8, 2024
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