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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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CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 60 0 0 30 Mar 2023
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images Weiming Li Xueqian Wang Gang Li 70 3 0 30 Mar 2023
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Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations VS Vibashan Ning Yu Chen Xing Can Qin M. Gao Juan Carlos Niebles Vishal M. Patel Ran Xu VLM ISeg 78 18 0 29 Mar 2023
LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretability Zhengqing Miao Xin Zhang Mei-rong Zhao Dong Ming 44 6 0 29 Mar 2023
Are Data-driven Explanations Robust against Out-of-distribution Data? Tang Li Fengchun Qiao Mengmeng Ma Xiangkai Peng OODD OOD 91 11 0 29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 189 139 0 29 Mar 2023
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DisWOT: Student Architecture Search for Distillation WithOut Training Peijie Dong Lujun Li Zimian Wei 87 58 0 28 Mar 2023
Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning Jingyang Lin Junyu Chen Hanjia Lyu Igor Khodak D. Chhabra C. D. Richardson Irina Prelipcean A. Dylag Jiebo Luo 36 0 0 28 Mar 2023
UFO: A unified method for controlling Understandability and Faithfulness Objectives in concept-based explanations for CNNs V. V. Ramaswamy Sunnie S. Y. Kim Ruth C. Fong Olga Russakovsky 63 0 0 27 Mar 2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder Tao Sun Lu Pang Chao Chen Haibin Ling AAML 73 9 0 27 Mar 2023
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging Alessandro Fontanella Antreas Antoniou Wenwen Li Joanna M. Wardlaw Grant Mair Emanuele Trucco Amos Storkey MedIm 83 11 0 27 Mar 2023
mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics Yuhyun Ji Sang Mok Park Semin Kwon J. W. Leem V. V. Nair Y. Tong Young L. Kim 60 16 0 27 Mar 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 150 3 0 27 Mar 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 62 0 0 27 Mar 2023
Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping R. Toda H. Itoh M. Oda Y. Hayashi Y. Otake M. Hashimoto T. Akashi S. Aoki Kensaku Mori 61 0 0 27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 139 62 0 26 Mar 2023
Affordance Grounding from Demonstration Video to Target Image Joya Chen Difei Gao Kevin Qinghong Lin Mike Zheng Shou 70 27 0 26 Mar 2023
Explainable Artificial Intelligence Architecture for Melanoma Diagnosis Using Indicator Localization and Self-Supervised Learning Ruitong Sun Mohammad Rostami 48 2 0 26 Mar 2023
Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability Soyoun Won Sung-Ho Bae Seong Tae Kim 79 2 0 26 Mar 2023
Learning video embedding space with Natural Language Supervision P. Uppala Abhishek Bamotra S. Priya Vaidehi Joshi CLIP 45 1 0 25 Mar 2023
Explainable Image Quality Assessment for Medical Imaging Caner Ozer Arda Güler A. Cansever Ilkay Oksuz 62 3 0 25 Mar 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style Fengyin Lin Mingkang Li Da Li Timothy M. Hospedales Yi-Zhe Song Yonggang Qi 116 29 0 25 Mar 2023
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients Ruo Yang Binghui Wang M. Bilgic 120 20 0 24 Mar 2023
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images Jordan J. Bird Ahmad Lotfi DiffM 74 120 0 24 Mar 2023
Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives Shunsuke Kitada FaML HAI AI4CE 63 1 0 24 Mar 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning Zilin Luo Yaoyao Liu Bernt Schiele Qianru Sun VLM CLL 147 49 0 24 Mar 2023
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Regularization of polynomial networks for image recognition Grigorios G. Chrysos Bohan Wang Jiankang Deng Volkan Cevher 62 12 0 24 Mar 2023
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Feature Separation and Recalibration for Adversarial Robustness Woo Jae Kim Y. Cho Junsik Jung Sung-eui Yoon AAML 117 22 0 24 Mar 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images Evelyn Chee Mong Li Lee Wynne Hsu CLL 44 7 0 24 Mar 2023
Achieving Occam's Razor: Deep Learning for Optimal Model Reduction Botond B Antal Anthony G. Chesebro H. Strey Lilianne Mujica-Parodi Corey Weistuch 35 3 0 24 Mar 2023
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs Hasan Hammoud Adel Bibi Philip Torr Guohao Li AAML 93 6 0 23 Mar 2023
Take 5: Interpretable Image Classification with a Handful of Features Thomas Norrenbrock Marco Rudolph Bodo Rosenhahn FAtt 84 7 0 23 Mar 2023
LP-IOANet: Efficient High Resolution Document Shadow Removal Konstantinos Georgiadis M. K. Yucel Evangelos Skartados Valia Dimaridou Anastasios Drosou Albert Saà-Garriga Bruno Manganelli 60 6 0 22 Mar 2023
Posthoc Interpretation via Quantization Francesco Paissan Cem Subakan Mirco Ravanelli MQ 110 7 0 22 Mar 2023
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications Luigi Capogrosso Federico Cunico M. Lora Marco Cristani Franco Fummi D. Quaglia MoE 51 5 0 22 Mar 2023
Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition Zexin Li Bangjie Yin Taiping Yao Junfeng Guo Shouhong Ding Simin Chen Cong Liu AAML 57 36 0 22 Mar 2023
Edge Deep Learning Model Protection via Neuron Authorization Jinyin Chen Haibin Zheng Tianming Liu Rongchang Li Yao Cheng Xuhong Zhang S. Ji FedML 56 0 0 22 Mar 2023
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation K. Pnvr Bharat Singh P. Ghosh Behjat Siddiquie David Jacobs DiffM 86 29 0 22 Mar 2023
Automatic evaluation of herding behavior in towed fishing gear using end-to-end training of CNN and attention-based networks Orri Steinn Guðfinnsson Týr Vilhjálmsson Martin Eineborg T. Thórhallsson 29 0 0 21 Mar 2023