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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

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Title
Collective Learning Mechanism based Optimal Transport Generative Adversarial Network for Non-parallel Voice Conversion Sandipan Dhar Md. Tousin Akhter N. D. Jana Swagatam Das 71 1 0 18 Apr 2025
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Metric-Guided Synthesis of Class Activation Mapping Alejandro Luque-Cerpa Elizabeth Polgreen Ajitha Rajan Hazem Torfah 58 0 0 14 Apr 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 251 1 0 14 Apr 2025
Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions Wenwen Zhang Zhouzhuo Tang Yingmei Feng Xia Yu Qi Jie Wang Zhiping Lin 34 0 0 12 Apr 2025
Infused Suppression Of Magnification Artefacts For Micro-AU Detection Huai-Qian Khor Yante Li Xingxun Jiang Guoying Zhao 69 0 0 12 Apr 2025
Explainable Artificial Intelligence techniques for interpretation of food datasets: a review Leonardo Arrighi Ingrid Alves de Moraes Marco Zullich Michele Simonato Douglas Fernandes Barbin Sylvio Barbon Junior 74 0 0 12 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 218 0 0 12 Apr 2025
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Deep Learning Methods for Detecting Thermal Runaway Events in Battery Production Lines Athanasios Athanasopoulos Matúš Mihalák Marcin Pietrasik 85 0 0 11 Apr 2025
Are We Merely Justifying Results ex Post Facto? Quantifying Explanatory Inversion in Post-Hoc Model Explanations Zhen Tan Song Wang Yifan Li Yu Kong Jundong Li Tianlong Chen Huan Liu FAtt 82 0 0 11 Apr 2025
DRIP: DRop unImportant data Points -- Enhancing Machine Learning Efficiency with Grad-CAM-Based Real-Time Data Prioritization for On-Device Training Marcus Rüb Daniel Konegen Patrick Selle Axel Sikora Daniel Mueller-Gritschneder 75 0 0 11 Apr 2025
A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Medical Image Classification K. Djoumessi Samuel Ofosu Mensah Philipp Berens ViT MedIm 58 0 0 11 Apr 2025
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models Jiahuan Long Tingsong Jiang Wen Yao Yizhe Xiong Zhengqin Xu Shuai Jia Chao Ma 53 0 0 11 Apr 2025
Uncovering the Structure of Explanation Quality with Spectral Analysis Johannes Maeß G. Montavon Shinichi Nakajima Klaus-Robert Müller Thomas Schnake FAtt 107 0 0 11 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 206 0 0 10 Apr 2025
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression Hanqi Xiao Yi-Lin Sung Elias Stengel-Eskin Joey Tianyi Zhou MQ 104 0 0 10 Apr 2025
Beware of "Explanations" of AI David Martens Galit Shmueli Theodoros Evgeniou Kevin Bauer Christian Janiesch ... Claudia Perlich Wouter Verbeke Alona Zharova Patrick Zschech F. Provost 112 1 0 09 Apr 2025
A Meaningful Perturbation Metric for Evaluating Explainability Methods Danielle Cohen Hila Chefer Lior Wolf AAML 59 0 0 09 Apr 2025
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection Ruoyu Chen Hua Zhang Jingzhi Li Li Liu Zhen Huang Xiaochun Cao 86 1 0 09 Apr 2025
Attributes-aware Visual Emotion Representation Learning R. S. Maharjan Marta Romeo Angelo Cangelosi 75 0 0 09 Apr 2025
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario Sriram Mandalika Lalitha V Athira Nambiar 82 2 0 08 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems Zhuoli Zhuang Cheng-You Lu Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 107 0 0 08 Apr 2025
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Handling Weather Uncertainty in Air Traffic Prediction through an Inverse Approach G. Lancia D. Falanga S. Alam G. Lulli 33 0 0 07 Apr 2025
Going beyond explainability in multi-modal stroke outcome prediction models Jonas Brändli Maurice Schneeberger L. Herzog Loran Avci Nordin Dari Martin Häansel Hakim Baazaoui Pascal Bühler S. Wegener Beate Sick 63 0 0 07 Apr 2025
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction Yoshitaka Inoue Tianfan Fu Augustin Luna 51 0 0 07 Apr 2025
SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning Marija Ivanovska Leon Todorov Naser Damer Deepak Kumar Jain Peter Peer Vitomir Štruc AAML 121 0 0 07 Apr 2025
Trust Through Transparency: Explainable Social Navigation for Autonomous Mobile Robots via Vision-Language Models Oluwadamilola Sotomi Devika Kodi Aliasghar Arab 119 0 0 07 Apr 2025
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Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 78 0 0 06 Apr 2025
Opening the black box of deep learning: Validating the statistical association between explainable artificial intelligence (XAI) and clinical domain knowledge in fundus image-based glaucoma diagnosis Han Yuan Lican Kang Yong Li 127 0 0 06 Apr 2025
A Comparative Study of Explainable AI Methods: Model-Agnostic vs. Model-Specific Approaches Keerthi Devireddy 53 0 0 05 Apr 2025
SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding Yimin Wei Aoran Xiao Yexian Ren Yuting Zhu Hongruixuan Chen J. Xia Naoto Yokoya VLM 126 0 0 04 Apr 2025
Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection Yasmine Mustafa Mohamed Elmahallawy Tie-Mei Luo FAtt 133 0 0 04 Apr 2025
Interpretable Multimodal Learning for Tumor Protein-Metal Binding: Progress, Challenges, and Perspectives Xiaokun Liu Sayedmohammadreza Rastegari Yijun Huang Sxe Chang Cheong Weikang Liu ... Sina Tabakhi Xianyuan Liu Zheqing Zhu Wei Sang Haiping Lu 84 1 0 04 Apr 2025
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ESC: Erasing Space Concept for Knowledge Deletion Tae-Young Lee Sundong Park M. Jeon Hyoseok Hwang Gyeong-Moon Park KELM MU 85 0 0 03 Apr 2025
Fourier Feature Attribution: A New Efficiency Attribution Method Zechen Liu Feiyang Zhang Wei Song Xuelong Li Wei Wei FAtt 127 0 0 02 Apr 2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP Fabio Yáñez-Romero Andrés Montoyo Armando Suárez Yoan Gutiérrez Ruslan Mitkov 100 0 0 02 Apr 2025
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Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation Ting Liu Siyuan Li 97 0 0 01 Apr 2025
Global Intervention and Distillation for Federated Out-of-Distribution Generalization Zhuang Qi Runhui Zhang Lei Meng Wei Wu Yachong Zhang Xiangxu Meng FedML 125 1 0 01 Apr 2025