Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

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Title
Data Science Principles for Interpretable and Explainable AI Kris Sankaran FaML 45 0 0 17 May 2024
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering Jiangyuan Guo Wei Chen Yuxuan Sun Jia-lin Xu Bo Ai 65 4 0 17 May 2024
Infrared Adversarial Car Stickers Xiaopei Zhu Yuqiu Liu Zhan Hu Jianmin Li Xiaolin Hu AAML 52 0 0 16 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 73 3 0 14 May 2024
Error-margin Analysis for Hidden Neuron Activation Labels Abhilekha Dalal R. Rayan Pascal Hitzler FAtt 31 1 0 14 May 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 61 3 0 14 May 2024
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images Fatema Tuj Johora Faria Mukaffi Bin Moin Pronay Debnath Asif Iftekher Fahim Faisal Muhammad Shah 29 1 0 12 May 2024
Mitigating Bias Using Model-Agnostic Data Attribution Sander De Coninck Wei-Cheng Wang Sam Leroux Pieter Simoens 34 1 0 08 May 2024
Molecular Identification via Molecular Fingerprint extraction from Atomic Force Microscopy images Manuel González Lastre Pablo Pou Miguel Wiche Daniel Ebeling A. Schirmeisen Rubén Pérez 28 1 0 07 May 2024
Direct learning of home vector direction for insect-inspired robot navigation Michiel Firlefyn J. Hagenaars Guido de Croon SSL 23 1 0 06 May 2024
A Fresh Look at Sanity Checks for Saliency Maps Anna Hedström Leander Weber Sebastian Lapuschkin Marina M.-C. Höhne FAtt LRM 61 5 0 03 May 2024
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis Diogo J. Araújo M. R. Verdelho Alceu Bissoto Jacinto C. Nascimento Carlos Santiago Catarina Barata 34 1 0 02 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 65 5 0 02 May 2024
Towards Optimising EEG Decoding using Post-hoc Explanations and Domain Knowledge Param S. Rajpura Y. Meena 26 0 0 02 May 2024
Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair Jeonghoon Park Chaeyeon Chung Juyoung Lee Jaegul Choo 42 3 0 30 Apr 2024
Post-hoc and manifold explanations analysis of facial expression data based on deep learning Yang Xiao 31 0 0 29 Apr 2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics Francesco Prinzi C. Militello Calogero Zarcaro T. Bartolotta Salvatore Gaglio Salvatore Vitabile 26 1 0 26 Apr 2024
Cross-Domain Spatial Matching for Camera and Radar Sensor Data Fusion in Autonomous Vehicle Perception System Daniel Dworak M. Komorkiewicz P. Skruch Jerzy Baranowski 38 1 0 25 Apr 2024
A Deep Learning-Driven Pipeline for Differentiating Hypertrophic Cardiomyopathy from Cardiac Amyloidosis Using 2D Multi-View Echocardiography Bo Peng Xiaofeng Li Xinyu Li Zhenghan Wang Hui Deng Xiaoxian Luo Lixue Yin Hongme Zhang 11 3 0 25 Apr 2024
A Learning Paradigm for Interpretable Gradients Felipe Figueroa Hanwei Zhang R. Sicre Yannis Avrithis Stéphane Ayache FAtt 28 0 0 23 Apr 2024
Distilled Datamodel with Reverse Gradient Matching Jingwen Ye Ruonan Yu Songhua Liu Xinchao Wang DD 52 3 0 22 Apr 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 50 19 0 22 Apr 2024
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis Abhilekha Dalal R. Rayan Adrita Barua Eugene Y. Vasserman Md Kamruzzaman Sarker Pascal Hitzler 30 4 0 21 Apr 2024
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction Paulo Henrique dos Santos Valéria de Carvalho Santos Eduardo José da Silva Luz 20 0 0 19 Apr 2024
ECOR: Explainable CLIP for Object Recognition Ali Rasekh Sepehr Kazemi Ranjbar Milad Heidari Wolfgang Nejdl VLM 46 4 0 19 Apr 2024
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images Dmytro Shvetsov Joonas Ariva M. Domnich Raul Vicente Dmytro Fishman MedIm 32 0 0 19 Apr 2024
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law Benjamin Frész Elena Dubovitskaya Danilo Brajovic Marco F. Huber Christian Horz 57 7 0 19 Apr 2024
Latent Concept-based Explanation of NLP Models Xuemin Yu Fahim Dalvi Nadir Durrani Marzia Nouri Hassan Sajjad LRM FAtt 29 2 0 18 Apr 2024
Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold Yinzhu Jin Matthew B. Dwyer P. T. Fletcher MedIm 23 0 0 18 Apr 2024
When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out Tristan Piater Niklas Penzel Gideon Stein Joachim Denzler 39 2 0 18 Apr 2024
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 45 0 0 18 Apr 2024
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed MedIm DiffM 55 4 0 16 Apr 2024
RankCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang Zhuokai Zhao Zhaorun Chen Zhili Feng Zenghui Ding Yining Sun SSL VLM 51 7 0 15 Apr 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 34 2 0 12 Apr 2024
WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging Yan Pei Wei Luo 47 0 0 11 Apr 2024
(Not) Understanding Latin Poetic Style with Deep Learning Ben Nagy 15 1 0 09 Apr 2024
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack Viet Vo Ehsan Abbasnejad Damith C. Ranasinghe AAML 41 5 0 08 Apr 2024
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training Shizhan Gong Qi Dou Farzan Farnia FAtt 47 2 0 06 Apr 2024
Bayesian Additive Regression Networks D. V. Boxel UQCV BDL 31 0 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 96 10 0 04 Apr 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 28 1 0 02 Apr 2024
Explainable AI Integrated Feature Engineering for Wildfire Prediction Di Fan Ayan Biswas J. Ahrens 22 3 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 32 1 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 34 0 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 33 0 0 01 Apr 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 34 2 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 38 1 0 29 Mar 2024
A Peg-in-hole Task Strategy for Holes in Concrete André Yuji Yasutomi Hiroki Mori Tetsuya Ogata 34 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 41 5 0 28 Mar 2024
Grad-CAMO: Learning Interpretable Single-Cell Morphological Profiles from 3D Cell Painting Images Vivek Gopalakrishnan Jingzhe Ma Zhiyong Xie 23 0 0 26 Mar 2024