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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
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models Colton R. Crum Patrick J. Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy D. Kelley Kevin W. Bowyer A. Czajka CVBM XAI AAML FAtt 72 6 0 21 Mar 2023
Performance-aware Approximation of Global Channel Pruning for Multitask CNNs Hancheng Ye Bo Zhang Tao Chen Jiayuan Fan Bin Wang 72 19 0 21 Mar 2023
Efficient Decision-based Black-box Patch Attacks on Video Recognition Kaixun Jiang Zhaoyu Chen Tony Huang Jiafeng Wang Dingkang Yang Yue Liu Yan Wang Wenqiang Zhang AAML 92 23 0 21 Mar 2023
Better Understanding Differences in Attribution Methods via Systematic Evaluations Sukrut Rao Moritz D Boehle Bernt Schiele XAI 93 4 0 21 Mar 2023
CLIP-ReIdent: Contrastive Training for Player Re-Identification Konrad Habel Fabian Deuser Norbert Oswald 42 12 0 21 Mar 2023
Simulating Malaria Detection in Laboratories using Deep Learning Onyekachukwu R. Okonji 25 1 0 21 Mar 2023
In-depth analysis of music structure as a text network P. Tsai Yen-Ting Chou Nathan Wang Huiyuan Chen Hong-Yue Huang Zih-Jia Luo T. Hong 25 1 0 21 Mar 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 107 38 0 21 Mar 2023
Boundary Unlearning Min Chen Weizhuo Gao Gaoyang Liu Kai Peng Chen Wang MU 175 82 0 21 Mar 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 93 18 0 21 Mar 2023
Internal Structure Attention Network for Fingerprint Presentation Attack Detection from Optical Coherence Tomography Hao Sun Yilong Zhang Peng Chen Haixia Wang Ronghua Liang 109 4 0 20 Mar 2023
Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification Jiaer Xia Lei Tan Pingyang Dai Mingde Zhao Yongjian Wu Rongrong Ji 71 13 0 20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq Joty 129 88 0 20 Mar 2023
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study Yaozhi Lu S. Aslani A. Zhao Ahmed H. Shahin D. Barber M. Emberton Daniel C. Alexander Joseph Jacob 73 9 0 19 Mar 2023
More From Less: Self-Supervised Knowledge Distillation for Routine Histopathology Data Lucas Farndale R. Insall Ke Yuan 64 3 0 19 Mar 2023
Grounding 3D Object Affordance from 2D Interactions in Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Jiebo Luo Zhengjun Zha 98 34 0 18 Mar 2023
ExplainFix: Explainable Spatially Fixed Deep Networks Alex Gaudio Christos Faloutsos A. Smailagic P. Costa A. Campilho FAtt 67 3 0 18 Mar 2023
Smart ROI Detection for Alzheimer's disease prediction using explainable AI Atefeh Aghaei M. Moghaddam 106 2 0 18 Mar 2023
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma T. Chanda Katja Hauser S. Hobelsberger Tabea-Clara Bucher Carina Nogueira Garcia ... J. Utikal K. Ghoreschi S. Fröhling E. Krieghoff-Henning T. Brinker 73 75 0 17 Mar 2023
Leaping Into Memories: Space-Time Deep Feature Synthesis Alexandros Stergiou Nikos Deligiannis 49 0 0 17 Mar 2023
Mpox-AISM: AI-Mediated Super Monitoring for Mpox and Like-Mpox Yubiao Yue Zhenzhang Li Xinyue Zhang Jia-lin Xu Huacong Ye Fan Zhang Jinbao Liu Yongqian Li 51 5 0 17 Mar 2023
Detecting Out-of-distribution Examples via Class-conditional Impressions Reappearing Jinggang Chen Xiaoyang Qu Junjie Li Jianzong Wang Ji-guang Wan Jing Xiao OODD 50 4 0 17 Mar 2023
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding Gen Li Varun Jampani Deqing Sun Laura Sevilla-Lara 97 44 0 16 Mar 2023
Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection Chia-Yu Hsu Wenwen Li AAML FAtt 42 37 0 16 Mar 2023
Shifted-Windows Transformers for the Detection of Cerebral Aneurysms in Microsurgery Jinfan Zhou W. Muirhead Simon C. Williams Danail Stoyanov Hani J. Marcus E. Mazomenos MedIm 38 5 0 16 Mar 2023
LERF: Language Embedded Radiance Fields Justin Kerr Chung Min Kim Ken Goldberg Angjoo Kanazawa Matthew Tancik 76 376 0 16 Mar 2023
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery Yansheng Li Bo Dang Wanchun Li Yongjun Zhang 63 20 0 16 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 103 1 0 16 Mar 2023
Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations Changqing Qiu Fusheng Jin Yining Zhang FAtt 68 3 0 16 Mar 2023
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang Kui Jia OOD 84 14 0 16 Mar 2023
IRIS: Interpretable Rubric-Informed Segmentation for Action Quality Assessment Hitoshi Matsuyama Nobuo Kawaguchi Brian Y. Lim 57 7 0 16 Mar 2023
EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models Ian E. Nielsen Ravichandran Ramachandran N. Bouaynaya Hassan M. Fathallah-Shaykh Ghulam Rasool AAML FAtt 132 9 0 15 Mar 2023
Visual Prompt Based Personalized Federated Learning Guang-Ming Li Wansen Wu Yan Sun Li Shen Baoyuan Wu Dacheng Tao FedML VLM 87 18 0 15 Mar 2023
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images Ario Sadafi Oleksandra Adonkina Ashkan Khakzar P. Lienemann Rudolf Matthias Hehr Daniel Rueckert Nassir Navab Carsten Marr FAtt 100 10 0 15 Mar 2023
Aerial-Ground Person Re-ID Huy Nguyen Kien Nguyen Sridha Sridharan Clinton Fookes 101 14 0 15 Mar 2023
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity Rafael Rosales Pablo Munoz Michael Paulitsch 68 2 0 15 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng Ling Yang 128 59 0 15 Mar 2023
Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention Mechanism Han Yang Qiuli Wang Yue Zhang Zhulin An Chen Liu Xiaohong Zhang S. Kevin Zhou 32 7 0 15 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 80 2 0 15 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 136 468 0 14 Mar 2023
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems Erik Ostrowski B. Prabakaran Mohamed Bennai 49 0 0 14 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Mohamed Bennai 56 1 0 14 Mar 2023
ICICLE: Interpretable Class Incremental Continual Learning Dawid Rymarczyk Joost van de Weijer Bartosz Zieliñski Bartlomiej Twardowski CLL 100 28 0 14 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images Xiaowen Ma Mengting Ma Chenlu Hu Zhiyuan Song Zi-Shu Zhao Tian Feng Wei Zhang 100 13 0 14 Mar 2023
SR-init: An interpretable layer pruning method Hui Tang Yao Lu Qi Xuan 51 11 0 14 Mar 2023
Sensitive Region-based Metamorphic Testing Framework using Explainable AI Yuma Torikoshi Y. Nishi Juichi Takahashi 54 2 0 14 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 106 111 0 13 Mar 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 102 43 0 13 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 65 14 0 13 Mar 2023
LocalEyenet: Deep Attention framework for Localization of Eyes S. Maiti Akshansh Gupta 3DH CVBM 42 0 0 13 Mar 2023