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 / 5,305 papers shown

Title
Unifying Perplexing Behaviors in Modified BP Attributions through Alignment Perspective Guanhua Zheng Jitao Sang Changsheng Xu AAML FAtt 121 0 0 14 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Vaishnav Ramesh Junliang Liu Piyush Singh Md Jahidul Islam DiffM 104 0 0 14 Mar 2025
PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models Mayank Nautiyal Stela Arranz Gheorghe Kristiana Stefa Li Ju Ida-Maria Sintorn Prashant Singh VLM 108 0 0 14 Mar 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning Zhijie Zhu Lei Fan Maurice Pagnucco Yang Song 123 0 0 13 Mar 2025
Towards Understanding Graphical Perception in Large Multimodal Models Kai Zhang Jianwei Yang J. Inala Chandan Singh Jianfeng Gao Yu Su Chenglong Wang 93 1 0 13 Mar 2025
Learning Interpretable Logic Rules from Deep Vision Models Chuqin Geng Yuhe Jiang Ziyu Zhao Haolin Ye Zhaoyue Wang X. Si NAI FAtt VLM 112 1 0 13 Mar 2025
A Siamese Network to Detect If Two Iris Images Are Monozygotic Yongle Yuan Kevin W. Bowyer 111 0 0 12 Mar 2025
Discovering Influential Neuron Path in Vision Transformers Yifan Wang Yifei Liu Yingdong Shi Chong Li Anqi Pang Sibei Yang Jingyi Yu Kan Ren ViT 249 0 0 12 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 185 0 0 12 Mar 2025
Evaluating Visual Explanations of Attention Maps for Transformer-based Medical Imaging Minjae Chung Jong Bum Won Ganghyun Kim Yujin Kim Utku Ozbulak MedIm 196 0 0 12 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 123 0 0 12 Mar 2025
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection Yong Li Yi Ren Xuesong Niu Y. Ding Xiu-Shen Wei Cuntai Guan 87 0 0 12 Mar 2025
FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods Seyyed Mohammad Sadegh Moosavi Khorzooghi Poojitha Thota Mohit Singhal Abolfazl Asudeh Gautam Das Shirin Nilizadeh AAML 71 0 0 11 Mar 2025
Debiased Prompt Tuning in Vision-Language Model without Annotations Chaoquan Jiang Yunfan Yang Rui Hu Jitao Sang VLM 93 0 0 11 Mar 2025
OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition Yiheng Yu Sheng Liu Yuan Feng Min Xu Zhelun Jin X. J. Yang SLR 465 0 0 11 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 155 0 0 11 Mar 2025
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview Ahmad Chaddad Yan Hu Yihang Wu Binbin Wen R. Kateb 136 7 0 11 Mar 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning Ta Duc Huy Sen Kim Tran Phan Nguyen Nguyen Hoang Tran Tran Bao Sam Anton Van Den Hengel Zhibin Liao Johan Verjans Minh-Son To Vu Minh Hieu Phan 88 0 0 10 Mar 2025
VoD: Learning Volume of Differences for Video-Based Deepfake Detection Ying Xu Marius Pedersen Kiran Raja 60 0 0 10 Mar 2025
iManip: Skill-Incremental Learning for Robotic Manipulation Zexin Zheng Jia-Feng Cai Xiao-Ming Wu Yi-Lin Wei Yu-Ming Tang Wei-Shi Zheng CLL 105 1 0 10 Mar 2025
Now you see me! A framework for obtaining class-relevant saliency maps Nils Philipp Walter Jilles Vreeken Jonas Fischer FAtt 107 0 0 10 Mar 2025
Attention, Please! PixelSHAP Reveals What Vision-Language Models Actually Focus On Roni Goldshmidt MLLM VLM 62 0 0 09 Mar 2025
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform Chenyu Huang Peng Ye Xinyu Wang Shenghe Zheng Biqing Qi Lei Bai Wanli Ouyang Tao Chen 59 2 0 09 Mar 2025
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification Basudha Pal Siyuan Huang 179 1 0 09 Mar 2025
FW-Shapley: Real-time Estimation of Weighted Shapley Values Pranoy Panda Siddharth Tandon V. Balasubramanian TDI 153 1 0 09 Mar 2025
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection Jialin Lu Junjie Shan Ziqi Zhao Ka-Ho Chow AAML 158 0 0 09 Mar 2025
MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 152 0 0 08 Mar 2025
Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts Yubin Wang Xinyang Jiang De Cheng Xiangqian Zhao Zilong Wang Dongsheng Li Cairong Zhao VLM 165 0 0 08 Mar 2025
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning Hanae Elmekki Ahmed Alagha Hani Sami Amanda Spilkin Antonela Mariel Zanuttini ... Philippe Pibarot R. Mizouni Hadi Otrok Shakti Singh Azzam Mourad 79 0 0 07 Mar 2025
A Causal Inference Approach for Quantifying Research Impact Keiichi Ochiai Yutaka Matsuo 134 0 0 07 Mar 2025
Towards Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients Niklas Penzel Joachim Denzler FAtt 90 0 0 07 Mar 2025
We Care Each Pixel: Calibrating on Medical Segmentation Model Wenhao Liang Wei Emma Zhang Y. Lin Miao Xu Olaf Maennel Weitong Chen 103 0 0 07 Mar 2025
Uncertainty-Aware Explainable Federated Learning Yanci Zhang Han Yu 103 0 0 07 Mar 2025
Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations Eren Erogullari Sebastian Lapuschkin Wojciech Samek Frederik Pahde LLMSV CoGe 94 0 0 07 Mar 2025
InFL-UX: A Toolkit for Web-Based Interactive Federated Learning Tim Maurer Abdulrahman Mohamed Selim Hasan Md Tusfiqur Alam Matthias Eiletz Michael Barz Daniel Sonntag FedML 129 0 0 06 Mar 2025
Feature Matching Intervention: Leveraging Observational Data for Causal Representation Learning Haoze Li Jun Xie CML 118 0 0 05 Mar 2025
Machine Learning in Biomechanics: Key Applications and Limitations in Walking, Running, and Sports Movements Carlo Dindorf Fabian Horst D. Slijepcevic Bernhard Dumphart Jonas Dully Matthias Zeppelzauer B. Horsak Michael Fröhlich 108 2 0 05 Mar 2025
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization Shunxin Wang Raymond N. J. Veldhuis N. Strisciuglio VLM 132 0 0 05 Mar 2025
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification Xiaoyu Zheng Xu Chen Shaogang Gong Xavier Griffin Greg Slabaugh Mamba 115 0 0 04 Mar 2025
Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models Deval Mehta Yiwen Jiang Catherine L Jan M. He Kshitij S. Jadhav Zongyuan Ge VLM 93 0 0 04 Mar 2025
Deepfake Detection via Knowledge Injection Tonghui Li Yuanfang Guo Ziqiang Liu Heqi Peng Yunhong Wang 153 2 0 04 Mar 2025
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 101 1 0 04 Mar 2025
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset Wenqi Guo Yiyang Du Shan Du 161 2 0 04 Mar 2025
Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification Seunghun Baek Injun Choi Mustafa Dere Minjeong Kim Guorong Wu Won Hwa Kim 137 3 0 03 Mar 2025
Survey Perspective: The Role of Explainable AI in Threat Intelligence Nidhi Rastogi Devang Dhanuka Amulya Saxena Pranjal Mairal Le Nguyen 59 0 0 03 Mar 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis Yun Wang Jingchen Ni Yong-Jin Liu Chun Yuan Yansong Tang 96 4 0 02 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection Yante Li Hanwen Qi Haoyu Chen Xinlian Liang Guoying Zhao 72 0 0 01 Mar 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing Jingyi Yang Xun Lin Zitong Yu Li Zhang Xianglong Liu Hui Li Xiaochen Yuan Xiaochun Cao CVBM 115 0 0 01 Mar 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior Chanhui Lee Yeonghwan Song Jeany Son AAML 429 0 0 28 Feb 2025
Enhancing Explainability with Multimodal Context Representations for Smarter Robots Anargh Viswanath Lokesh Veeramacheneni Hendrik Buschmeier 66 0 0 28 Feb 2025