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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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DETA: Denoised Task Adaptation for Few-Shot Learning Ji Zhang Lianli Gao Xu Luo Hengtao Shen Jingkuan Song VLM 105 21 0 11 Mar 2023
Interpretable Joint Event-Particle Reconstruction for Neutrino Physics at NOvA with Sparse CNNs and Transformers Alexander Shmakov A. Yankelevich Jianming Bian Pierre Baldi BDL ViT 67 1 0 10 Mar 2023
Deformable Cross-Attention Transformer for Medical Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT OOD MedIm 100 14 0 10 Mar 2023
Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity H. Pham K. Egorov Alexey Kazakov S. Budennyy 63 9 0 10 Mar 2023
Distributionally Robust Optimization with Probabilistic Group Soumya Suvra Ghosal Yixuan Li OOD 66 10 0 10 Mar 2023
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment Jiangbin Zheng Yile Wang Cheng Tan Siyuan Li Ge Wang Jun Xia Yidong Chen Stan Z. Li SLR 78 66 0 10 Mar 2023
Boosting Adversarial Attacks by Leveraging Decision Boundary Information Boheng Zeng LianLi Gao Qilong Zhang Chaoqun Li JingKuan Song Shuaiqi Jing AAML 112 2 0 10 Mar 2023
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Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases Aengus Lynch G. Dovonon Jean Kaddour Ricardo M. A. Silva 263 31 0 09 Mar 2023
Refined Vision-Language Modeling for Fine-grained Multi-modal Pre-training Lisai Zhang Qingcai Chen Zhijian Chen Yunpeng Han Zhonghua Li Bo Zhao VLM 57 1 0 09 Mar 2023
Convolutional Cross-View Pose Estimation Zimin Xia Olaf Booij Julian F. P. Kooij 62 22 0 09 Mar 2023
On the Soundness of XAI in Prognostics and Health Management (PHM) D. Martín Juan Galán Páez J. Borrego-Díaz 70 13 0 09 Mar 2023
Towards Trust of Explainable AI in Thyroid Nodule Diagnosis Hung Truong Thanh Nguyen Van Binh Truong V. Nguyen Quoc Hung Cao Quoc Khanh Nguyen 52 13 0 08 Mar 2023
DNBP: Differentiable Nonparametric Belief Propagation Anthony Opipari Jana Pavlasek Chao Chen Shoutian Wang Karthik Desingh Odest Chadwicke Jenkins 70 3 0 08 Mar 2023
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach Justus Renkhoff Wenkai Tan Alvaro Velasquez William Yichen Wang Yongxin Liu Jian Wang Shuteng Niu Lejla Begic Fazlic Guido Dartmann Haoze Song AAML 85 7 0 08 Mar 2023
Toward Zero-Shot Sim-to-Real Transfer Learning for Pneumatic Soft Robot 3D Proprioceptive Sensing Uksang Yoo Hanwen Zhao A. Altamirano Wenzhen Yuan Chen Feng 3DPC 86 13 0 08 Mar 2023
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis? Qingyi Wang Shenhao Wang Yunhan Zheng Hongzhou Lin Xiaohu Zhang Jinhua Zhao Joan Walker 67 13 0 07 Mar 2023
Learning Human-Compatible Representations for Case-Based Decision Support Han Liu Yizhou Tian Chacha Chen Shi Feng Yuxin Chen Chenhao Tan 63 5 0 06 Mar 2023
Continuous Sign Language Recognition with Correlation Network Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 114 67 0 06 Mar 2023
Testing the Channels of Convolutional Neural Networks Kang Choi Donghyun Son Younghoon Kim Jiwon Seo 65 1 0 06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Helen Zhou 91 20 0 05 Mar 2023
CueCAn: Cue Driven Contextual Attention For Identifying Missing Traffic Signs on Unconstrained Roads Varun Gupta A. Subramanian C. V. Jawahar Rohit Saluja 20 0 0 05 Mar 2023
Visual Saliency-Guided Channel Pruning for Deep Visual Detectors in Autonomous Driving Jung Im Choi Qingze Tian 71 6 0 04 Mar 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation Yuxuan Duan Y. Hong Li Niu Liqing Zhang 96 61 0 04 Mar 2023
Self-Supervised Learning for Place Representation Generalization across Appearance Changes M. A. Musallam Vincent Gaudillière Djamila Aouada SSL 73 3 0 04 Mar 2023
Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation Wenxi Xiao Zhengming Ding Hongfu Liu FAtt 34 2 0 04 Mar 2023
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Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification Alessandro Wollek Robert Graf Saša Čečatka N. Fink Theresa Willem B. Sabel Tobias Lasser 49 32 0 03 Mar 2023
One-class Damage Detector Using Deeper Fully-Convolutional Data Descriptions for Civil Application Takato Yasuno Masahiro Okano Junichiro Fujii 39 7 0 03 Mar 2023
Spatio-Temporal Structure Consistency for Semi-supervised Medical Image Classification Wen-Ling Lei Lei Liu Li Liu 35 1 0 03 Mar 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems Yangyang Shu Anton Van Den Hengel Lingqiao Liu SSL 68 15 0 03 Mar 2023
Feature Completion Transformer for Occluded Person Re-identification Tao Wang Mengyuan Liu Hong Liu Wenhao Li Miaoju Ban Tuanyu Guo Yidi Li ViT 68 14 0 03 Mar 2023
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery Junbin Mao Jin Liu Han Lin Hulin Kuang Shirui Pan Yi-Lun Pan Shan Xie Fei Liu Yi Pan 73 2 0 03 Mar 2023
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction Zhijie Wang Yuheng Huang Basel Alomair Lei Ma Tianyi Zhang HAI 107 7 0 02 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 106 91 0 02 Mar 2023
Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions Huiqi Deng Na Zou Mengnan Du Weifu Chen Guo-Can Feng Ziwei Yang Zheyang Li Quanshi Zhang FAtt TDI 97 22 0 02 Mar 2023
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Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 98 17 0 01 Mar 2023