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
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 153 51 0 21 Feb 2025
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease Chenyu Gao Michael E. Kim Karthik Ramadass Praitayini Kanakaraj Aravind Krishnan ... Shunxing Bao N. Khairi Zhiyuan Li Christos Davatzikos Bennett A. Landman DiffM MedIm 47 0 0 21 Feb 2025
BFA: Best-Feature-Aware Fusion for Multi-View Fine-grained Manipulation Zihan Lan Weixin Mao Yiming Li Le Wang Tiancai Wang Haoqiang Fan Osamu Yoshie EgoV 67 2 0 20 Feb 2025
Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models Peter Carragher Abhinand Jha R Raghav Kathleen M. Carley RALM 75 0 0 20 Feb 2025
Uncertainty-Aware Explanations Through Probabilistic Self-Explainable Neural Networks Jon Vadillo Roberto Santana J. A. Lozano Marta Z. Kwiatkowska BDL AAML 73 0 0 17 Feb 2025
SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis Haoming Luo Xiaotian Yu Shengxuming Zhang Jiabin Xia Yang Jian ... Liang Xue Xiuming Zhang Jing Zhang Jing Zhang Zunlei Feng 74 0 0 17 Feb 2025
Learning to Decouple Complex Systems Zihan Zhou Tianshu Yu BDL 74 4 0 17 Feb 2025
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability Zhiyu Zhu Zhibo Jin Jiayu Zhang Nan Yang Jiahao Huang Jianlong Zhou Fang Chen 44 0 0 16 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 76 2 0 14 Feb 2025
DejAIvu: Identifying and Explaining AI Art on the Web in Real-Time with Saliency Maps Jocelyn Dzuong 96 0 0 12 Feb 2025
Explaining 3D Computed Tomography Classifiers with Counterfactuals Joseph Paul Cohen Louis Blankemeier Akshay S. Chaudhari MedIm 173 0 0 11 Feb 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 119 0 0 11 Feb 2025
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 84 0 0 10 Feb 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan Julian Forsyth Thomas Fel M. Kowal Konstantinos G. Derpanis 111 7 0 06 Feb 2025
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free Gian Mario Favero Parham Saremi Emily Kaczmarek Brennan Nichyporuk Tal Arbel DiffM MedIm 70 0 0 06 Feb 2025
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis Haowen Bai Zixiang Zhao Jiangshe Zhang Baisong Jiang Lilun Deng Yukun Cui Shuang Xu Chunxia Zhang 60 2 0 03 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Wenjie Qu Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 63 0 0 03 Feb 2025
Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer Surochita Pal S. Mitra MedIm 67 0 0 31 Jan 2025
Extending Information Bottleneck Attribution to Video Sequences Veronika Solopova Lucas Schmidt Dorothea Kolossa 47 0 0 28 Jan 2025
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Shreyash Arya Sukrut Rao Moritz Bohle Bernt Schiele 68 2 0 28 Jan 2025
Dimensions underlying the representational alignment of deep neural networks with humans F. Mahner Lukas Muttenthaler Umut Güçlü M. Hebart 48 4 0 28 Jan 2025
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 64 4 0 28 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Bing-Huang Su 85 0 0 27 Jan 2025
FedCLEAN: byzantine defense by CLustering Errors of Activation maps in Non-IID federated learning environments Mehdi Ben Ghali Reda Bellafqira Gouenou Coatrieux AAML FedML 48 0 0 21 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 49 0 0 20 Jan 2025
Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification Ken Enda Yoshitaka Oda Zen-ichi Tanei Wang Lei Masumi Tsuda ... Shinya Tanaka Takahiro Ogawa Wang Lei Masumi Tsuda Shinya Tanaka 39 0 0 19 Jan 2025
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval Weihang Zhang Jihao Li Shuoke Li Ziqing Niu Jialiang Chen Wenkai Zhang VLM 46 0 0 18 Jan 2025
AALF: Almost Always Linear Forecasting Matthias Jakobs Thomas Liebig AI4TS 86 0 0 17 Jan 2025
MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis Sadia Kamal Tim Oates MedIm 44 0 0 12 Jan 2025
Faithful Counterfactual Visual Explanations (FCVE) Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 44 0 0 12 Jan 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Xiaoying Xing Avinab Saha Junfeng He Susan Hao Paul Vicol ... Sahil Singla Sarah Young Yinxiao Li Feng Yang Deepak Ramachandran DiffM 52 0 0 11 Jan 2025
COMIX: Compositional Explanations using Prototypes S. Sivaprasad D. Kangin Plamen Angelov Mario Fritz 169 0 0 10 Jan 2025
Identity-aware Feature Decoupling Learning for Clothing-change Person Re-identification Haoxuan Xu Bo-wen Li Guanglin Niu 44 2 0 10 Jan 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 79 15 0 10 Jan 2025
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Hongruixuan Chen Jian Song Olivier Dietrich Clifford Broni-bediako Weihao Xuan ... Yimin Wei J. Xia Cuiling Lan Konrad Schindler Naoto Yokoya 87 5 0 10 Jan 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing Xinghe Fu Zhiyuan Yan Taiping Yao Shen Chen Xi Li 41 3 0 08 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 31 1 0 08 Jan 2025
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology Raktim Kumar Mondol Ewan K. A. Millar Peter H. Graham Lois Browne Arcot Sowmya Erik H. W. Meijering 46 0 0 08 Jan 2025
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends Duy M. Nguyen Hasan Md Tusfiqur Alam T. Nguyen Devansh Srivastav H. Profitlich Ngan Le Daniel Sonntag 39 2 0 07 Jan 2025
Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior Hanyang Dong Shurong Sheng Xiongfei Wang Jiahong Gao Yi Sun Wanli Yang Kuntao Xiao Pengfei Teng Guoming Luan Zhao Lv 21 0 0 05 Jan 2025
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics Lukas Klein Carsten T. Lüth U. Schlegel Till J. Bungert Mennatallah El-Assady Paul F. Jäger XAI ELM 42 2 0 03 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 95 2 0 03 Jan 2025
Perception Stitching: Zero-Shot Perception Encoder Transfer for Visuomotor Robot Policies Pingcheng Jian Easop Lee Zachary I. Bell Michael M. Zavlanos Boyuan Chen 80 1 0 03 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 28 0 0 03 Jan 2025
Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Bohang Sun Pietro Liò ViT AAML 40 1 0 02 Jan 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 46 0 0 31 Dec 2024
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection Yaning Zhang Qiufu Li Zitong Yu L. Shen ViT 57 3 0 31 Dec 2024
Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision Jie Jing Qing Lin Shuangpeng Han Lucia Schiatti Yen-Ling Kuo Mengmi Zhang VLM 30 0 0 30 Dec 2024
A Tale of Two Imperatives: Privacy and Explainability Supriya Manna Niladri Sett 124 0 0 30 Dec 2024