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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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Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves Alessandro Lovo Amaury Lancelin Corentin Herbert Freddy Bouchet AI4CE 209 0 0 01 Oct 2024
KPCA-CAM: Visual Explainability of Deep Computer Vision Models using Kernel PCA Sachin Karmani Thanushon Sivakaran Gaurav Prasad Mehmet Ali Wenbo Yang Sheyang Tang FAtt 105 4 0 30 Sep 2024
Sufficient and Necessary Explanations (and What Lies in Between) Beepul Bharti Paul H. Yi Jeremias Sulam XAI FAtt 119 2 0 30 Sep 2024
Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Tillmann Rheude Andreas Wirtz Arjan Kuijper Stefan Wesarg 53 1 0 30 Sep 2024
Machine Learning in Industrial Quality Control of Glass Bottle Prints Maximilian Bundscherer Thomas H. Schmitt Tobias Bocklet 26 1 0 30 Sep 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 77 2 0 30 Sep 2024
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes Changfeng Feng Zhenyuan Chen Renke Kou Chunping Wang Jian Yang Ming-Ming Cheng Xiangbo Shu Yimian Dai 122 6 0 30 Sep 2024
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 84 3 0 29 Sep 2024
TrojVLM: Backdoor Attack Against Vision Language Models Weimin Lyu Lu Pang Tengfei Ma Haibin Ling Chao Chen MLLM 97 11 0 28 Sep 2024
Feature Estimation of Global Language Processing in EEG Using Attention Maps Dai Shimizu Ko Watanabe Andreas Dengel 14 0 0 27 Sep 2024
Student-Oriented Teacher Knowledge Refinement for Knowledge Distillation Yaxin Peng Yaomin Huang Haokun Zhu Jinsong Fan Guixu Zhang 81 1 0 27 Sep 2024
Image-guided topic modeling for interpretable privacy classification Alina Elena Baia Andrea Cavallaro 88 0 0 27 Sep 2024
Prompt-Driven Temporal Domain Adaptation for Nighttime UAV Tracking Changhong Fu Yiheng Wang L. Yao Guangze Zheng Haobo Zuo Jia Pan AI4TS TTA 60 2 0 27 Sep 2024
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation Md. Farhadul Islam Sarah Zabeen Meem Arafat Manab Mohammad Rakibul Hasan Mahin J. Mondal Md. Tanzim Reza Md. Zahidul Hasan Munima Haque Farig Sadeque Jannatun Noor 43 1 0 27 Sep 2024
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PCEvE: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond Jongseo Lee Geo Ahn Seong Tae Kim Jinwoo Choi 65 0 0 26 Sep 2024
Visual Data Diagnosis and Debiasing with Concept Graphs Rwiddhi Chakraborty Yinong Wang Jialu Gao Runkai Zheng Cheng Zhang Fernando de la Torre 65 3 0 26 Sep 2024
LKA-ReID:Vehicle Re-Identification with Large Kernel Attention Xuezhi Xiang Zhushan Ma Lei Zhang Denis Ombati Himaloy Himu Xiantong Zhen VLM AI4TS 70 1 0 26 Sep 2024
Recent advances in interpretable machine learning using structure-based protein representations L. Vecchietti Minji Lee Begench Hangeldiyev Hyunkyu Jung Hahnbeom Park Tae-Kyun Kim Meeyoung Cha Ho Min Kim AI4CE 125 1 0 26 Sep 2024
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion Ming Dai Lingfeng Yang Yihao Xu Zhenhua Feng Wankou Yang ObjD 125 13 0 26 Sep 2024
Explanation Bottleneck Models Shinýa Yamaguchi Kosuke Nishida LRM BDL 134 2 0 26 Sep 2024
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach David Bertoin Eduardo Hugo Sanchez Mehdi Zouitine Emmanuel Rachelson 66 0 0 25 Sep 2024
Linking in Style: Understanding learned features in deep learning models Maren H. Wehrheim Pamela Osuna-Vargas Matthias Kaschube GAN 48 0 0 25 Sep 2024
Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution Alexander Hinterleitner Thomas Bartz-Beielstein Richard Schulz Sebastian Spengler Thomas Winter Christoph Leitenmeier 69 1 0 25 Sep 2024
Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach Ruo Yang Binghui Wang M. Bilgic FAtt 68 0 0 24 Sep 2024
Label-Augmented Dataset Distillation Seoungyoon Kang Youngsun Lim Hyunjung Shim DD 85 2 0 24 Sep 2024
Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition Estimation Harry Rogers Tahmina Zebin Grzegorz Cielniak Beatriz De La Iglesia Ben Magri 63 0 0 24 Sep 2024
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing Ivan Deandres-Tame Muhammad Faisal Ruben Tolosana Rouqaiah Al-Refai R. Vera-Rodríguez Philipp Terhörst 80 0 0 24 Sep 2024
Machine learning approaches for automatic defect detection in photovoltaic systems Swayam Rajat Mohanty Moin Uddin Maruf Vaibhav Singh Zeeshan Ahmad 33 0 0 24 Sep 2024
Facing Asymmetry -- Uncovering the Causal Link between Facial Symmetry and Expression Classifiers using Synthetic Interventions Tim Buchner Niklas Penzel Orlando Guntinas-Lichius Joachim Denzler CVBM 89 2 0 24 Sep 2024
Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Mei Wang Weihong Deng Jiani Hu Sen Su 79 0 0 24 Sep 2024
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features Xin Wei Yaling Tao Changde Du Gangming Zhao Yizhou Yu Jinpeng Li 95 0 0 24 Sep 2024
CFVNet: An End-to-End Cancelable Finger Vein Network for Recognition Yucheng Wang Jie Gui Yuan Yan Tang James Tin-Yau Kwok 63 5 0 23 Sep 2024
VLM's Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models Nam Hyeon-Woo Moon Ye-Bin Wonseok Choi Lee Hyun Tae-Hyun Oh CoGe 68 3 0 23 Sep 2024
Less yet robust: crucial region selection for scene recognition Jianqi Zhang Mengxuan Wang Wenwen Qiang Hui Xiong Changwen Zheng Fanjiang Xu 52 0 0 23 Sep 2024
EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors Sangwon Kim Dasom Ahn B. Ko In-su Jang Kwang-Ju Kim 82 4 0 22 Sep 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection Yuzhen Lin Wentang Song Bin Li Yuezun Li Jiangqun Ni Han Chen Qiushi Li 85 14 0 22 Sep 2024
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Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 79 4 0 20 Sep 2024
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study T. Chanda Sarah Haggenmueller Tabea-Clara Bucher Tim Holland-Letz Harald Kittler ... Martin Jansen Juliane Wacker Joerg Wacker Reader Study Consortium T. Brinker 45 1 0 20 Sep 2024
Interpret the Predictions of Deep Networks via Re-Label Distillation Yingying Hua Shiming Ge Daichi Zhang FAtt 124 0 0 20 Sep 2024
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification Zuomin Qu Wei Lu Xiangyang Luo Qian Wang Xiaochun Cao AAML PICV 160 1 0 20 Sep 2024
Cross-Chirality Palmprint Verification: Left is Right for the Right Palmprint Chengrui Gao Ziyuan Yang T. Ng Min Zhu Andrew Beng Jin Teoh 50 1 0 19 Sep 2024
Pay Attention to What Matters Pedro Luiz Silva Antonio De Domenico Ali Maatouk Fadhel Ayed ALM 46 1 0 19 Sep 2024
Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection Xiuxin Xia Qun Wang He Wang Chenxi Liu Pengwei Li Yan Shi Hong-Kun Men 39 0 0 19 Sep 2024
Novel Saliency Analysis for the Forward Forward Algorithm Mitra Bakhshi 109 1 0 18 Sep 2024
Gradient-Driven 3D Segmentation and Affordance Transfer in Gaussian Splatting Using 2D Masks Joji Joseph B. Amrutur Shalabh Bhatnagar 3DGS 100 1 0 18 Sep 2024