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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
Evaluating Attribute Comprehension in Large Vision-Language Models Haiwen Zhang Zixi Yang Yuanzhi Liu Xinran Wang Zheqi He Kongming Liang Zhanyu Ma ELM 53 0 0 25 Aug 2024
Sample-Independent Federated Learning Backdoor Attack in Speaker Recognition Weida Xu Yang Xu Sicong Zhang FedML AAML 133 1 0 25 Aug 2024
SAB:A Stealing and Robust Backdoor Attack based on Steganographic Algorithm against Federated Learning Weida Xu Yang Xu Sicong Zhang AAML FedML 57 0 0 25 Aug 2024
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion Xu Zhang Zhipeng Xie Haiyang Yu Qitong Wang Peng Wang Wei Wang 77 0 0 25 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Lanhu Wu Miao Zhang Yongri Piao Zhenyan Yao Weibing Sun Feng Tian Huchuan Lu ViT MedIm 67 1 0 25 Aug 2024
Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical Transformer Nada Osman Marwan Torki 51 1 0 24 Aug 2024
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset Ammar Ahmed Ali Shariq Imran Zenun Kastrati Sher Muhammad Daudpota Mohib Ullah Waheed Noord 78 1 0 24 Aug 2024
Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks' Internal Representations Aditya Taparia Som Sagar Ransalu Senanayake FAtt 90 3 0 24 Aug 2024
Perturbation on Feature Coalition: Towards Interpretable Deep Neural Networks Xuran Hu Mingzhe Zhu Zhenpeng Feng Miloš Daković Ljubiša Stanković 88 0 0 23 Aug 2024
How to Measure Human-AI Prediction Accuracy in Explainable AI Systems Sujay Koujalgi Andrew Anderson Iyadunni Adenuga Shikha Soneji Rupika Dikkala ... Leo Soccio Sourav Panda Rupak Kumar Das Margaret Burnett Jonathan Dodge 66 2 0 23 Aug 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 133 7 0 23 Aug 2024
Interpretable breast cancer classification using CNNs on mammographic images Ann-Kristin Balve Peter Hendrix 27 2 0 23 Aug 2024
Indoor scene recognition from images under visual corruptions Willams de Lima Costa Raul Ismayilov Nicola Strisciuglio Estefania Talavera Martinez 76 1 0 23 Aug 2024
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models Purushothaman Natarajan Athira Nambiar AAML 43 3 0 23 Aug 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture Chenqi Kong Anwei Luo Peijun Bao Haoliang Li Renjie Wan Zengwei Zheng Anderson de Rezende Rocha Alex C. Kot AAML 59 4 0 23 Aug 2024
Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers Sayed Mohammad Vakilzadeh Hatefi Maximilian Dreyer Reduan Achtibat Thomas Wiegand Wojciech Samek Sebastian Lapuschkin ViT 68 4 0 22 Aug 2024
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification Sudi Murindanyi Joyce Nakatumba-Nabende Rahman Sanya Rose Nakibuule Andrew Katumba VLM 76 1 0 22 Aug 2024
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer Ming Sun Lihua Jing Zixuan Zhu Rui Wang AAML 60 1 0 22 Aug 2024
Timeline and Boundary Guided Diffusion Network for Video Shadow Detection Haipeng Zhou Honqiu Wang Tian-Chun Ye Zhaohu Xing Jun Ma Ping Li Qiong Wang Lei Zhu DiffM 104 9 0 21 Aug 2024
A Practical Trigger-Free Backdoor Attack on Neural Networks Jiahao Wang Xianglong Zhang Xiuzhen Cheng Pengfei Hu Guoming Zhang AAML 72 0 0 21 Aug 2024
Revisiting FunnyBirds evaluation framework for prototypical parts networks Szymon Opłatek Dawid Rymarczyk Bartosz Zieliñski 51 3 0 21 Aug 2024
WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-Identification Yonggan Wu Ling-Chao Meng Yuan Zichao Sixian Chan Hong-Qiang Wang 103 4 0 20 Aug 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 70 4 0 20 Aug 2024
A Tutorial on Explainable Image Classification for Dementia Stages Using Convolutional Neural Network and Gradient-weighted Class Activation Mapping Kevin Kam Fung Yuen FAtt MedIm 47 1 0 20 Aug 2024
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant Zhengchao Huang Bin Xia Zicheng Lin Zhun Mou Wenming Yang CVBM 98 21 0 19 Aug 2024
LCE: A Framework for Explainability of DNNs for Ultrasound Image Based on Concept Discovery Weiji Kong Xun Gong Juan Wang 33 1 0 19 Aug 2024
MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model Xinyang Wang Yi Yang Minfeng Zhu Kecheng Zheng Shi Liu Wei Chen VPVLM MLLM VLM 66 1 0 19 Aug 2024
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging Xiawei Wang James Sharpnack Thomas C. M. Lee 28 1 0 18 Aug 2024
Flatten: Video Action Recognition is an Image Classification task Junlin Chen Chengcheng Xu Yangfan Xu Jian Yang Jun Yu Li Zhiping Shi 70 1 0 17 Aug 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection Jiawei Lian Jianhong Pan L. Wang Yi Wang Lap-Pui Chau Shaohui Mei AAML 106 0 0 17 Aug 2024
Ask, Attend, Attack: A Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models Qingyuan Zeng Zhenzhong Wang Yiu-ming Cheung Min Jiang AAML 88 2 0 16 Aug 2024
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 91 1 0 16 Aug 2024
A Disease-Specific Foundation Model Using Over 100K Fundus Images: Release and Validation for Abnormality and Multi-Disease Classification on Downstream Tasks Boa Jang Youngbin Ahn Eun Kyung Choe Chang Ki Yoon Hyuk Jin Choi Young-Gon Kim MedIm LM&MA 18 1 0 16 Aug 2024
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading Li Pan Yupei Zhang Qiushi Yang Tan Li Xiaohan Xing Maximus C. F. Yeung Zhen Chen 57 1 0 16 Aug 2024
VLPG-Nav: Object Navigation Using Visual Language Pose Graph and Object Localization Probability Maps Senthil Hariharan Arul Dhruva Kumar Vivek Sugirtharaj Richard Kim Xuewei Qi R. Madhivanan Arnie Sen Dinesh Manocha 23 1 0 15 Aug 2024
Explaining an Agent's Future Beliefs through Temporally Decomposing Future Reward Estimators Mark Towers Yali Du Christopher T. Freeman Timothy J. Norman 71 1 0 15 Aug 2024
Training Spatial-Frequency Visual Prompts and Probabilistic Clusters for Accurate Black-Box Transfer Learning Wonwoo Cho Kangyeol Kim Saemee Choi Jaegul Choo VLM 108 0 0 15 Aug 2024
A Survey of Trojan Attacks and Defenses to Deep Neural Networks Lingxin Jin Xianyu Wen Wei Jiang Jinyu Zhan AAML 74 2 0 15 Aug 2024
Enhancing Model Interpretability with Local Attribution over Global Exploration Zhiyu Zhu Zhibo Jin Jiayu Zhang Huaming Chen FAtt 53 4 0 14 Aug 2024
Ensemble architecture in polyp segmentation Hao-Yun Hsu Yi-Ching Cheng Guan-Hua Huang 67 0 0 14 Aug 2024
Evaluating Explainable AI Methods in Deep Learning Models for Early Detection of Cerebral Palsy Kimji N. Pellano Inga Strümke Daniel Groos Lars Adde Espen Alexander F. Ihlen 48 2 0 14 Aug 2024
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment Kejia Zhang Juanjuan Weng Zhiming Luo Shaozi Li AAML 84 0 0 12 Aug 2024
Quantum Gradient Class Activation Map for Model Interpretability Hsin-Yi Lin Huan-Hsin Tseng Samuel Yen-Chi Chen Shinjae Yoo FAtt 82 8 0 12 Aug 2024
Efficient Visual Representation Learning with Heat Conduction Equation Zhemin Zhang Xun Gong DiffM 3DV 89 0 0 12 Aug 2024
PRECISe : Prototype-Reservation for Explainable Classification under Imbalanced and Scarce-Data Settings Vaibhav Ganatra Drishti Goel 65 0 0 11 Aug 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition Huafeng Qin Yuming Fu Jing Chen M. El-Yacoubi Xinbo Gao Feng Xi Mamba 84 1 0 11 Aug 2024
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection Jia Wei Yongqian Li Meiyu Qiu Hongyu Chen Xiaomao Fan Wenbin Lei 83 2 0 10 Aug 2024
Improving Network Interpretability via Explanation Consistency Evaluation Hefeng Wu Hao Jiang Keze Wang Ziyi Tang Xianghuan He Liang Lin FAtt AAML 95 0 0 08 Aug 2024
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals Haoran Zheng Utku Pamuksuz 91 0 0 08 Aug 2024
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios Sriram Mandalika Athira Nambiar 61 1 0 08 Aug 2024