v1v2v3v4 (latest)

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

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

ArXiv (abs)PDF HTML Github (1561★)

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

50 / 5,298 papers shown

Title
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP S. Balasubramanian Samyadeep Basu Soheil Feizi CLIP 79 6 0 03 Jun 2024
Transferring Domain Knowledge with (X)AI-Based Learning Systems Philipp Spitzer Niklas Kühl Marc Goutier Manuel Kaschura G. Satzger 79 2 0 03 Jun 2024
Expected Grad-CAM: Towards gradient faithfulness Vincenzo Buono Peyman Sheikholharam Mashhadi M. Rahat Prayag Tiwari Stefan Byttner FAtt 71 1 0 03 Jun 2024
MultiMax: Sparse and Multi-Modal Attention Learning Yuxuan Zhou Mario Fritz Margret Keuper 117 1 0 03 Jun 2024
How Video Meetings Change Your Expression Sumit Sarin Utkarsh Mall Purva Tendulkar Carl Vondrick CVBM 97 0 0 03 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions Tianyuan Zhang Lu Wang Hainan Li Yisong Xiao Siyuan Liang Aishan Liu Xianglong Liu Dacheng Tao 100 12 0 03 Jun 2024
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency Yeonsung Jung Heecheol Yun Joonhyung Park Jin-Hwa Kim Eunho Yang 74 3 0 02 Jun 2024
A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder Jingjing Zheng Xin Yuan Kai Li Wei Ni Eduardo Tovar Jon Crowcroft FedML AAML 88 0 0 02 Jun 2024
Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification Belal Ahmad Mohd Usama Tanvir Ahmad Adnan Saeed Shabnam Khatoon Long Hu 67 1 0 02 Jun 2024
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training Jiacheng Zhang Feng Liu Dawei Zhou Jingfeng Zhang Tongliang Liu AAML 63 4 0 02 Jun 2024
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction Yunhyeok Kwak Inwoo Hwang Dooyoung Kim Sanghack Lee Byoung-Tak Zhang 60 0 0 02 Jun 2024
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 71 2 0 01 Jun 2024
Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable Artificial Intelligence (XAI) Techniques Samita Bai Sidra Nasir Rizwan Ahmed Khan Sheeraz Arif Alexandre Meyer H. Konik 77 5 0 01 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 259 1 0 01 Jun 2024
CONFINE: Conformal Prediction for Interpretable Neural Networks Linhui Huang S. Lala N. Jha 289 2 0 01 Jun 2024
BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federated Learning Songze Li Yanbo Dai AAML FedML 103 7 0 31 May 2024
The EarlyBird Gets the WORM: Heuristically Accelerating EarlyBird Convergence Adithya Vasudev 83 0 0 31 May 2024
Searching for internal symbols underlying deep learning J. H. Lee Sujith Vijayan AI4CE 80 0 0 31 May 2024
Applications of interpretable deep learning in neuroimaging: a comprehensive review Lindsay Munroe Mariana da Silva Faezeh Heidari I. Grigorescu Simon Dahan E. C. Robinson Maria Deprez Po-Wah So AI4CE 56 7 0 30 May 2024
CoSy: Evaluating Textual Explanations of Neurons Laura Kopf P. Bommer Anna Hedström Sebastian Lapuschkin Marina M.-C. Höhne Kirill Bykov 66 13 0 30 May 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 98 13 0 30 May 2024
Cross-Training with Multi-View Knowledge Fusion for Heterogenous Federated Learning Zhuang Qi Lei Meng Weihao He Ruohan Zhang Yu Wang Xin Qi Xiangxu Meng FedML 93 5 0 30 May 2024
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation Xinyang Huang Chuanglu Zhu Kebin Liu Ruiying Ren Shengjie Liu 78 3 0 30 May 2024
Matryoshka Query Transformer for Large Vision-Language Models Wenbo Hu Zi-Yi Dou Liunian Harold Li Amita Kamath Nanyun Peng Kai-Wei Chang MLLM 112 10 0 29 May 2024
Real-Time Environment Condition Classification for Autonomous Vehicles Marco Introvigne Andrea Ramazzina Stefanie Walz Dominik Scheuble Mario Bijelic 55 2 0 29 May 2024
I Bet You Did Not Mean That: Testing Semantic Importance via Betting Jacopo Teneggi Jeremias Sulam FAtt 133 2 0 29 May 2024
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning Xuan-Bac Nguyen Hojin Jang Xin Li Samee U. Khan Pawan Sinha Khoa Luu 104 3 0 29 May 2024
SarcNet: A Novel AI-based Framework to Automatically Analyze and Score Sarcomere Organizations in Fluorescently Tagged hiPSC-CMs Huyen Le Khiet Dang Tien Lai Nhung Nguyen Mai Tran Hieu Pham 58 1 0 28 May 2024
Locally Testing Model Detections for Semantic Global Concepts Franz Motzkus Georgii Mikriukov Christian Hellert Ute Schmid 96 2 0 27 May 2024
Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection Filip Postepski Grzegorz M. Wójcik Krzysztof Wróbel Andrzej Kawiak Katarzyna Zemla Grzegorz Sedek 18 2 0 27 May 2024
Listenable Maps for Zero-Shot Audio Classifiers Francesco Paissan Luca Della Libera Mirco Ravanelli Cem Subakan 105 4 0 27 May 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 107 0 0 26 May 2024
From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos Hanting Li Hongjing Niu Feng Zhao 75 3 0 26 May 2024
Explainable Molecular Property Prediction: Aligning Chemical Concepts with Predictions via Language Models Zhenzhong Wang Zehui Lin Wanyu Lin Ming Yang Minggang Zeng Kay Chen Tan 54 5 0 25 May 2024
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization M. Apolinario Arani Roy Kaushik Roy 120 2 0 24 May 2024
Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables James Hinns David Martens 109 2 0 24 May 2024
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning Dario Fenoglio Gabriele Dominici Pietro Barbiero Alberto Tonda M. Gjoreski Marc Langheinrich FedML 76 0 0 24 May 2024
Decaf: Data Distribution Decompose Attack against Federated Learning Zhiyang Dai Chunyi Zhou Anmin Fu 82 3 0 24 May 2024
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation Xinan He Yue Zhou Wei Ye Feng Ding CVBM 83 1 0 24 May 2024
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery Yingying Fang Zihao Jin Xiaodan Xing Simon Walsh Guang Yang MedIm 73 1 0 23 May 2024
Hand bone age estimation using divide and conquer strategy and lightweight convolutional neural networks Amin Ahmadi Kasani H. Sajedi 76 8 0 23 May 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 129 4 0 23 May 2024
Learning Multi-dimensional Human Preference for Text-to-Image Generation Sixian Zhang Bohan Wang Junqiang Wu Yan Li Yan Li Di Zhang Zhongyuan Wang EGVM 102 40 0 23 May 2024
SE3D: A Framework For Saliency Method Evaluation In 3D Imaging Mariusz Wi'sniewski Loris Giulivi Giacomo Boracchi 67 1 0 23 May 2024
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet Loris Giulivi Giacomo Boracchi 62 2 0 23 May 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index Ngoc H. Bui Hieu Trung Nguyen Viet Anh Nguyen Rex Ying FAtt 76 4 0 23 May 2024
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization Yitao Peng Lianghua He D. Hu FAtt 118 0 0 23 May 2024
Deep Learning Fusion For Effective Malware Detection: Leveraging Visual Features Jahez Abraham Johny P. Vinod K. A. Asmitha G. Radhamani A. RafidhaRehimanK. Mauro Conti AAML 19 4 0 23 May 2024
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity Hanlin Gu W. Ong Chee Seng Chan Lixin Fan MU 113 8 0 23 May 2024
EMR-Merging: Tuning-Free High-Performance Model Merging Chenyu Huang Peng Ye Tao Chen Tong He Xiangyu Yue Wanli Ouyang MoMe 89 45 0 23 May 2024