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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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Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis Zhiyan Bo Laura C. Coates Bartlomiej W. Papiez 45 1 0 14 Jun 2024
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Explainable AI for Comparative Analysis of Intrusion Detection Models Pap M. Corea Yongxin Liu Jian Wang Shuteng Niu Houbing Song 76 6 0 14 Jun 2024
Instance-level quantitative saliency in multiple sclerosis lesion segmentation F. Spagnolo Nataliia Molchanova Roger Schaer Meritxell Bach Cuadra Mario Ocampo Pineda L. Melie-García Cristina Granziera Vincent Andrearczyk Adrien Depeursinge 48 1 0 13 Jun 2024
Fusion of regional and sparse attention in Vision Transformers Nabil Ibtehaz Ning Yan Masood S. Mortazavi Daisuke Kihara ViT 57 1 0 13 Jun 2024
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency Maor Dikter Tsachi Blau Chaim Baskin 124 0 0 13 Jun 2024
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection Menglu Li Xiao-Ping Zhang 74 2 0 13 Jun 2024
Applications of Explainable artificial intelligence in Earth system science Feini Huang Shijie Jiang Lu Li Yongkun Zhang Ye Zhang Ruqing Zhang Qingliang Li Danxi Li Wei Shangguan Yongjiu Dai 75 2 0 12 Jun 2024
How Interpretable Are Interpretable Graph Neural Networks? Yongqiang Chen Yatao Bian Bo Han James Cheng 90 7 0 12 Jun 2024
Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis Prithwijit Chowdhury Mohit Prabhushankar Ghassan AlRegib Mohamed Deriche 108 2 0 12 Jun 2024
Graphical Perception of Saliency-based Model Explanations Yayan Zhao Mingwei Li Matthew Berger XAI FAtt 89 2 0 11 Jun 2024
Fetch-A-Set: A Large-Scale OCR-Free Benchmark for Historical Document Retrieval Adrià Molina O. R. Terrades Josep Lladós 114 0 0 11 Jun 2024
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Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification Yunhe Gao Difei Gu Mu Zhou Dimitris N. Metaxas 93 6 0 08 Jun 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 72 1 0 08 Jun 2024
Metric Convolutions: A Unifying Theory to Adaptive Convolutions Thomas Dagès M. Lindenbaum A. Bruckstein 96 1 0 08 Jun 2024
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DiffusionPID: Interpreting Diffusion via Partial Information Decomposition Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 117 4 0 07 Jun 2024
Provably Better Explanations with Optimized Aggregation of Feature Attributions Thomas Decker Ananta R. Bhattarai Jindong Gu Volker Tresp Florian Buettner 77 3 0 07 Jun 2024
Leveraging Activations for Superpixel Explanations Ahcène Boubekki Samuel G. Fadel Sebastian Mair AAML FAtt XAI 66 0 0 07 Jun 2024
L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection Jorge Ortigoso-Narro F. Díaz-de-María Mohammad Mahdi Dehshibi Ana Tajadura-Jiménez 70 2 0 07 Jun 2024
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment Jiayi Guo Junhao Zhao Chunjiang Ge Chaoqun Du Zanlin Ni Shiji Song Humphrey Shi Gao Huang TTA DiffM 84 6 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 114 7 0 06 Jun 2024
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network Abubakar Isah I. Aliyu Jaechan Shim Hoyong Ryu Jinsul Kim 60 1 0 06 Jun 2024
Interpreting the Second-Order Effects of Neurons in CLIP Yossi Gandelsman Alexei A. Efros Jacob Steinhardt MILM 128 24 0 06 Jun 2024
FILS: Self-Supervised Video Feature Prediction In Semantic Language Space Mona Ahmadian Frank Guerin Andrew Gilbert 119 1 0 05 Jun 2024
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Chi-Sheng Chen Chun-Shu Wei 76 10 0 05 Jun 2024
Post-hoc Part-prototype Networks Andong Tan Fengtao Zhou Hao Chen 60 5 0 05 Jun 2024
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Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders Tingxu Han Weisong Sun Ziqi Ding Chunrong Fang Hanwei Qian Jiaxun Li Zhenyu Chen Xiangyu Zhang AAML 90 7 0 05 Jun 2024
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Tensor Polynomial Additive Model Yang Chen Ce Zhu Jiani Liu Yipeng Liu TPM 68 0 0 05 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 149 0 0 04 Jun 2024
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How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 66 9 0 04 Jun 2024
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