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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
IFViT: Interpretable Fixed-Length Representation for Fingerprint Matching via Vision Transformer Yuhang Qiu Honghui Chen Xingbo Dong Zheng Lin Iman Yi Liao Massimo Tistarelli Zhe Jin 80 26 0 12 Apr 2024
Visual Context-Aware Person Fall Detection Aleksander Nagaj Zenjie Li Dimitris Papadopoulos Kamal Nasrollahi 31 1 0 11 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Hefei Ling Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 122 10 0 11 Apr 2024
Global versus Local: Evaluating AlexNet Architectures for Tropical Cyclone Intensity Estimation Vikas Dwivedi 20 0 0 11 Apr 2024
WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging Yan Pei Wei Luo 78 1 0 11 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 97 1 0 10 Apr 2024
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning Hossein Rajoli Sahand Khoshdel Fatemeh Afghah Xiaolong Ma 58 1 0 09 Apr 2024
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows Lindsey Linxi Wei Chung Yik Edward Yeung Hongjian Yu Jingchuan Zhou Dong He Magdalena Balazinska OOD 77 0 0 09 Apr 2024
(Not) Understanding Latin Poetic Style with Deep Learning Ben Nagy 85 1 0 09 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 65 8 0 09 Apr 2024
Data Science In Olfaction Vivek Agarwal Joshua Harvey Dmitry Rinberg Vasant Dhar 27 0 0 08 Apr 2024
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery Sai Bhargav Rongali Sarthak Mehrotra Ankit Jha C. MohamadHassanN Shirsha Bose Tanisha Gupta Mainak Singha Biplab Banerjee 93 2 0 08 Apr 2024
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack Viet Vo Ehsan Abbasnejad Damith C. Ranasinghe AAML 90 5 0 08 Apr 2024
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model Jan Held Hani Itani A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck 84 17 0 07 Apr 2024
Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules Yi Zhang Dongyuan Lu Jitao Sang FaML 84 1 0 07 Apr 2024
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training Shizhan Gong Qi Dou Farzan Farnia FAtt 93 3 0 06 Apr 2024
Bayesian Additive Regression Networks D. V. Boxel UQCV BDL 78 0 0 05 Apr 2024
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI Maryam Ahmed Tooba Bibi Rizwan Ahmed Khan Sidra Nasir 116 2 0 05 Apr 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham Angie Boggust Sofian Chaybouti Hendrik Strobelt Hilde Kuehne 170 13 0 04 Apr 2024
How explainable AI affects human performance: A systematic review of the behavioural consequences of saliency maps Romy Müller HAI 85 8 0 03 Apr 2024
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Xiaoshuang Huang Hongxiang Li Meng Cao Long Chen Chenyu You Dong An VLM 97 5 0 03 Apr 2024
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes Poulami Sinhamahapatra Suprosanna Shit Anjany Sekuboyina M. Husseini D. Schinz Nicolas Lenhart Bjoern Menze Jan Kirschke Karsten Roscher Stephan Guennemann 122 1 0 03 Apr 2024
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models M. Pennisi Giovanni Bellitto S. Palazzo Mubarak Shah C. Spampinato DiffM 49 0 0 03 Apr 2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation T. Chowdhury Kewen Liao Vu Minh Hieu Phan Minh-Son To Yutong Xie Kevin Hung David Ross Anton Van Den Hengel Johan Verjans Zhibin Liao 61 1 0 03 Apr 2024
Smooth Deep Saliency Rudolf Herdt Maximilian Schmidt Daniel Otero Baguer Peter Maass MedIm FAtt 29 0 0 02 Apr 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models M. Kowal Richard P. Wildes Konstantinos G. Derpanis GNN 104 8 0 02 Apr 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 61 1 0 02 Apr 2024
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels Lilin Xu Chaojie Gu Rui Tan Shibo He Jiming Chen 85 15 0 02 Apr 2024
SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities Hyunjong Ok Taeho Kil Sukmin Seo Jaeho Lee 98 5 0 02 Apr 2024
Boosting Visual Recognition in Real-world Degradations via Unsupervised Feature Enhancement Module with Deep Channel Prior Zhanwen Liu Yuhang Li Yang Wang Bolin Gao Yisheng An Xiangmo Zhao 85 4 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 101 3 0 02 Apr 2024
Explainable AI Integrated Feature Engineering for Wildfire Prediction Di Fan Ayan Biswas J. Ahrens 55 3 0 01 Apr 2024
On the Faithfulness of Vision Transformer Explanations Junyi Wu Weitai Kang Hao Tang Yuan Hong Yan Yan 77 7 0 01 Apr 2024
Vision-language models for decoding provider attention during neonatal resuscitation Felipe Parodi Jordan K Matelsky Alejandra Regla-Vargas Elizabeth E. Foglia Charis Lim Danielle Weinberg Konrad Kording Heidi Herrick Michael L Platt 67 0 0 01 Apr 2024
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer Fengtao Zhou Ying Xu Yanfen Cui Shenyang Zhang Yun Zhu ... Louis Ho Shing Lau Chu Han Dafu Zhang Zhenhui Li Hao Chen 54 2 0 01 Apr 2024
VortexViz: Finding Vortex Boundaries by Learning from Particle Trajectories Akila de Silva Nicholas Tee Omkar Ghanekar Fahim Hasan Khan Gregory Dusek James Davis Alex Pang 60 1 0 01 Apr 2024
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series Tien-Yu Chang Hao Dai Vincent S. Tseng AI4TS 64 0 0 01 Apr 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction Yang Luo Zhineng Chen Peng Zhou Zuxuan Wu Xieping Gao Yu-Gang Jiang SSL 81 4 0 31 Mar 2024
Universal Bovine Identification via Depth Data and Deep Metric Learning Asheesh Sharma Lucy Randewich William Andrew S. Hannuna Neill D. F. Campbell Siobhan Mullan A. W. Dowsey Melvyn Smith Mark Hansen T. Burghardt 78 2 0 29 Mar 2024
An Interpretable Cross-Attentive Multi-modal MRI Fusion Framework for Schizophrenia Diagnosis Ziyu Zhou Anton Orlichenko Gang Qu Z. Fu Vince D. Calhoun Zhengming Ding Yu-Ping Wang 41 3 0 29 Mar 2024
Efficient Data-Free Model Stealing with Label Diversity Yiyong Liu Rui Wen Michael Backes Yang Zhang AAML 69 2 0 29 Mar 2024
Robust Ensemble Person Re-Identification via Orthogonal Fusion with Occlusion Handling Syeda Nyma Ferdous Xin Li 94 0 0 29 Mar 2024
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning David Vázquez-Lema E. Mosqueira-Rey Elena Hernández-Pereira Carlos Fernández-Lozano Fernando Seara-Romera Jorge Pombo-Otero LM&MA 66 1 0 29 Mar 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 83 1 0 29 Mar 2024
A Peg-in-hole Task Strategy for Holes in Concrete André Yuji Yasutomi Hiroki Mori Tetsuya Ogata 51 15 0 29 Mar 2024
IVLMap: Instance-Aware Visual Language Grounding for Consumer Robot Navigation Jiacui Huang Hongtao Zhang Mingbo Zhao Zhou Wu LM&Ro 70 5 0 28 Mar 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Vineet Gundecha Avisek Naug Sahand Ghorbanpour AAML OffRL 46 4 0 27 Mar 2024
The Topos of Transformer Networks Mattia Jacopo Villani Peter McBurney 61 0 0 27 Mar 2024
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Ba-Hung Ngo Nhat-Tuong Do-Tran Tuan-Ngoc Nguyen Hae-Gon Jeon Tae Jong Choi 69 8 0 27 Mar 2024
Automated Report Generation for Lung Cytological Images Using a CNN Vision Classifier and Multiple-Transformer Text Decoders: Preliminary Study Atsushi Teramoto Ayano Michiba Yuka Kiriyama Tetsuya Tsukamoto K. Imaizumi H. Fujita MedIm 47 1 0 26 Mar 2024