Description
Class activation maps could be used to interpret the prediction decision made by the convolutional neural network (CNN).
Image source: Learning Deep Features for Discriminative Localization
Papers Using This Method
Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping2025-06-21Evaluating Explainability: A Framework for Systematic Assessment and Reporting of Explainable AI Features2025-06-16DiffGradCAM: A Universal Class Activation Map Resistant to Adversarial Training2025-06-10RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory2025-06-06Valid Post-Contextual Bandit Inference2025-05-20Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization2025-05-08Explainable Face Recognition via Improved Localization2025-05-04Edge Detection based on Channel Attention and Inter-region Independence Test2025-05-02The CAM Model: An in vivo Testbed for Molecular Communication Systems2025-04-16Joint Retrieval of Cloud properties using Attention-based Deep Learning Models2025-04-04Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation2025-03-26Energy Optimized Piecewise Polynomial Approximation Utilizing Modern Machine Learning Optimizers2025-03-12MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model2025-03-08Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation2025-03-05Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation2025-02-26DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps2025-02-21si4onnx: A Python package for Selective Inference in Deep Learning Models2025-01-29Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation2025-01-20CAMs as Shapley Value-based Explainers2025-01-09Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images2025-01-07