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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
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An investigation into the causes of race bias in AI-based cine CMR segmentation Tiarna Lee Esther Puyol-Antón B. Ruijsink S. Roujol Theodore Barfoot S. Ogbomo-Harmitt Miaojing Shi Andrew P. King 37 1 0 05 Aug 2024
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Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks Mahadev Prasad Panda Matteo Tiezzi Martina Vilas Gemma Roig Bjoern M. Eskofier Dario Zanca ViT AAML 95 1 0 04 Aug 2024
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From Feature Importance to Natural Language Explanations Using LLMs with RAG Sule Tekkesinoglu Lars Kunze FAtt 77 2 0 30 Jul 2024
DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention Wei Wang Jixing He Xin Wang 95 0 0 30 Jul 2024
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach Adam Wojciechowski Mateusz Lango Ondrej Dusek FAtt 88 1 0 30 Jul 2024
Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods Hyeon Yu Jenny Benois-Pineau Romain Bourqui R. Giot Alexey Zhukov 50 0 0 29 Jul 2024
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Can I trust my anomaly detection system? A case study based on explainable AI Muhammad Rashid E. Amparore Enrico Ferrari Damiano Verda 71 0 0 29 Jul 2024
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The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited Kenneth Eaton Jonathan C. Balloch Julia Kim Mark O. Riedl FAtt OffRL 43 0 0 28 Jul 2024
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis Honglin Li Yusuan Sun Chenglu Zhu Yunlong Zhang Shichuan Zhang ... Pingyi Chen Jingxiong Li Sunyi Zheng Can Cui Lin Yang 85 3 0 28 Jul 2024
On the Evaluation Consistency of Attribution-based Explanations Jiarui Duan Haoling Li Haofei Zhang Hao Jiang Mengqi Xue Li Sun Mingli Song Mingli Song XAI 84 1 0 28 Jul 2024
X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images Zhongling Huang Yihan Zhuang Zipei Zhong Feng Xu Gong Cheng Junwei Han 79 1 0 28 Jul 2024
Progressive Domain Adaptation for Thermal Infrared Object Tracking Qiao Li Kanlun Tan Qiao Liu Di Yuan Xin Li Yunpeng Liu 84 0 0 28 Jul 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 132 10 0 28 Jul 2024
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Needle Segmentation Using GAN: Restoring Thin Instrument Visibility in Robotic Ultrasound Zhongliang Jiang Xuesong Li Xiangyu Chu A. Karlas Yuanwei Bi Yingsheng Cheng K. W. S. Au Nassir Navab 75 6 0 25 Jul 2024
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Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 63 2 0 23 Jul 2024
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Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning Xinwei Liu Xiaojun Jia Yuan Xun Siyuan Liang Xiaochun Cao 93 8 0 23 Jul 2024
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