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 / 5,309 papers shown

Title
Benchmarking XAI Explanations with Human-Aligned Evaluations Rémi Kazmierczak Steve Azzolin Eloise Berthier Anna Hedström Patricia Delhomme ... Goran Frehse Massimiliano Mancini Baptiste Caramiaux Andrea Passerini Gianni Franchi 92 3 0 04 Nov 2024
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis Xinyu Geng Jiaming Wang Jun Xu MedIm 54 0 0 03 Nov 2024
SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation Dennis Fucci Marco Gaido Beatrice Savoldi Matteo Negri Mauro Cettolo L. Bentivogli 270 3 0 03 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 124 8 0 02 Nov 2024
Designing a Robust Radiology Report Generation System Sonit Singh MedIm 87 1 0 02 Nov 2024
Debiasify: Self-Distillation for Unsupervised Bias Mitigation Nourhan Bayasi Jamil Fayyad Ghassan Hamarneh Rafeef Garbi Homayoun Najjaran 116 0 0 01 Nov 2024
STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models Zerui Wang Yan Liu 111 1 0 01 Nov 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective Yeonsung Jung Jaeyun Song J. Yang Jin-Hwa Kim Sung-Yub Kim Eunho Yang 159 2 0 01 Nov 2024
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification Shengxun Wei Zan Gao Yibo Zhao Weili Guan Weili Guan Shengyong Chen 135 2 0 01 Nov 2024
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales Tang Li Mengmeng Ma Xi Peng 107 2 0 31 Oct 2024
Directly Optimizing Explanations for Desired Properties Hiwot Belay Tadesse Alihan Hüyük Weiwei Pan Finale Doshi-Velez FAtt 125 0 0 31 Oct 2024
$EchoNarrator: Generating natural text explanations for ejection fraction predictions$ EchoNarrator: Generating natural text explanations for ejection fraction predictions S. Thomas Qing Cao Anna Novikova Daria Kulikova Guy Ben-Yosef 68 2 0 31 Oct 2024
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection Fan Nie Jiangqun Ni Jian Zhang Bin Zhang Weizhe Zhang DiffM 85 3 0 31 Oct 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models Aymene Mohammed Bouayed Samuel Deslauriers-Gauthier Adrian Iaccovelli D. Naccache 76 0 0 30 Oct 2024
Transfer Learning in Vocal Education: Technical Evaluation of Limited Samples Describing Mezzo-soprano Zhenyi Hou Xu Zhao Kejie Ye Xinyu Sheng Shanggerile Jiang ... Jiaxing Chen Yan Zou Yuchao Feng Guangyu Fan Xin Yuan DiffM 65 1 0 30 Oct 2024
Efficient Feature Extraction and Classification Architecture for MRI-Based Brain Tumor Detection and Localization Plabon Paul Md. Nazmul Islam Fazle Rafsani Pegah Khorasani Shovito Barua Soumma 109 1 0 30 Oct 2024
CausAdv: A Causal-based Framework for Detecting Adversarial Examples Hichem Debbi CML AAML 77 1 0 29 Oct 2024
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets Guangqi Jiang Yifei Sun Tao Huang Huanyu Li Yongyuan Liang Huazhe Xu 70 7 0 29 Oct 2024
Effective Guidance for Model Attention with Simple Yes-no Annotations Seongmin Lee Ali Payani Duen Horng Chau FAtt 82 0 0 29 Oct 2024
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models Lu Yu Haiyang Zhang Changsheng Xu AAML VLM 102 7 0 29 Oct 2024
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Yuezun Li Huiyu Zhou Jiaran Zhou Junyu Dong 109 1 0 29 Oct 2024
A Novel Score-CAM based Denoiser for Spectrographic Signature Extraction without Ground Truth Noel Elias DiffM 31 0 0 28 Oct 2024
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications Alain Andres Aitor Martinez-Seras I. Laña Javier Del Ser AAML 61 2 0 28 Oct 2024
Unlocking Comics: The AI4VA Dataset for Visual Understanding Peter Grönquist Deblina Bhattacharjee Bahar Aydemir Baran Ozaydin Tong Zhang Mathieu Salzmann Sabine Süsstrunk 31 1 0 27 Oct 2024
Evaluating the Influences of Explanation Style on Human-AI Reliance Emma Casolin Flora D. Salim Ben Newell 85 1 0 26 Oct 2024
Peter Parker or Spiderman? Disambiguating Multiple Class Labels Nuthan Mummani Simran Ketha Venkatakrishnan Ramaswamy 51 0 0 25 Oct 2024
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization Diana Pfau Alexander Jung 75 1 0 25 Oct 2024
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 89 2 0 25 Oct 2024
Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View Imagery Sukanya Randhawa Eren Aygun Guntaj Randhawa Benjamin Herfort Sven Lautenbach Alexander Zipf 72 2 0 24 Oct 2024
Bridging the Diagnostic Divide: Classical Computer Vision and Advanced AI methods for distinguishing ITB and CD through CTE Scans Shashwat Gupta L. Gokulnath Akshan Aggarwal Mahim Naz Rajnikanth Yadav Priyanka Bagade 55 2 0 23 Oct 2024
Evaluating Explanations Through LLMs: Beyond Traditional User Studies Francesco Bombassei De Bona Gabriele Dominici Tim Miller Marc Langheinrich M. Gjoreski 55 6 0 23 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng Bo Shen 69 0 0 23 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 132 3 0 23 Oct 2024
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios Kai Wang Zekai Li Zhi-Qi Cheng Samir Khaki A. Sajedi Ramakrishna Vedantam Konstantinos N. Plataniotis Alexander G. Hauptmann Yang You DD 150 5 0 22 Oct 2024
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection Chandravardhan Singh Raghaw Parth Shirish Bhore Mohammad Zia Ur Rehman Nagendra Kumar ViT MedIm 100 7 0 21 Oct 2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency Aidan Boyd M. Trabelsi H. Uzunalioglu Dan Kushnir FAtt 92 0 0 21 Oct 2024
Linking Model Intervention to Causal Interpretation in Model Explanation Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Kui Yu T. Le Jixue Liu CML 101 0 0 21 Oct 2024
Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification Zhangjian Ji Donglin Cheng K. Feng ViT 69 1 0 21 Oct 2024
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis Hongmei Wang Junlin Hou Hao Chen 61 1 0 20 Oct 2024
AttCDCNet: Attention-enhanced Chest Disease Classification using X-Ray Images Omar Hesham Khater Abdullahi Sani Shuaib Sami Ul Haq Abdul Jabbar Siddiqui 55 0 0 20 Oct 2024
Stool Recognition for Colorectal Cancer Detection through Deep Learning Glenda Hui En Tan Goh Xin Ru Karin Shen Bingquan MedIm 25 0 0 19 Oct 2024
CosFairNet:A Parameter-Space based Approach for Bias Free Learning Rajeev Ranjan Dwivedi Priyadarshini Kumari Vinod K Kurmi 61 0 0 19 Oct 2024
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation P. D. Bianco Oscar Stanchi F. Quiroga Franco Ronchetti Enzo Ferrante SLR 95 0 0 18 Oct 2024
Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts? Shailaja Keyur Sampat Maitreya Patel Yezhou Yang Chitta Baral 35 0 0 17 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie Haoran Wang Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 37 0 0 17 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 266 0 0 17 Oct 2024
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification Models Yujian Zhao Chengru Wu Yinong Xu Xuanzheng Du Ruiyu Li Guanglin Niu 126 1 0 17 Oct 2024
SSET: Swapping-Sliding Explanation for Time Series Classifiers in Affect Detection Nazanin Fouladgar Marjan Alirezaie Kary Främling AI4TS FAtt 41 0 0 16 Oct 2024
PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network Asish Bera D. Bhattacharjee O. Krejcar 94 23 0 16 Oct 2024
Rethinking Visual Counterfactual Explanations Through Region Constraint Bartlomiej Sobieski Jakub Grzywaczewski Bartlomiej Sadlej Matthew Tivnan P. Biecek CML 79 1 0 16 Oct 2024