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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
Simultaneous Estimation of Manipulation Skill and Hand Grasp Force from Forearm Ultrasound Images Keshav Bimbraw Srikar Nekkanti Daniel B. Tiller II Mihir Deshmukh Berk Calli Robert D. Howe Haichong K. Zhang 74 0 0 01 Feb 2025
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation Xingchen Wan Han Zhou Ruoxi Sun Hootan Nakhost Ke Jiang Sercan Ö. Arık ReLM OffRL LRM 80 4 0 01 Feb 2025
Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer Surochita Pal S. Mitra MedIm 103 0 0 31 Jan 2025
Extending Information Bottleneck Attribution to Video Sequences Veronika Solopova Lucas Schmidt Dorothea Kolossa 80 0 0 28 Jan 2025
Dimensions underlying the representational alignment of deep neural networks with humans F. Mahner Lukas Muttenthaler Umut Güçlü M. Hebart 206 7 0 28 Jan 2025
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation Xiaochuan Ma Jia Fu Wenjun Liao Shichuan Zhang Guotai Wang 52 0 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 237 5 0 28 Jan 2025
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Shreyash Arya Sukrut Rao Moritz Bohle Bernt Schiele 187 3 0 28 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Fuchun Sun 175 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 95 0 0 21 Jan 2025
Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET Fatih Aksu Fabrizia Gelardi Arturo Chiti Paolo Soda 55 0 0 21 Jan 2025
LASER: Lip Landmark Assisted Speaker Detection for Robustness Le Thien Phuc Nguyen Zhuliang Yu Yong Jae Lee 95 2 0 21 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 111 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 161 0 0 20 Jan 2025
MRI2Speech: Speech Synthesis from Articulatory Movements Recorded by Real-time MRI N. Shah Ayan Kashyap Shirish S. Karande Vineet Gandhi 84 1 0 20 Jan 2025
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Izzeddin Teeti Aniket Thomas Munish Monga S. Kumar Uddeshya Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 120 1 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 161 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 78 0 0 18 Jan 2025
SVIA: A Street View Image Anonymization Framework for Self-Driving Applications Dongyu Liu Xuhong Wang Cen Chen Yanhao Wang Shengyue Yao Yilun Lin 71 0 0 17 Jan 2025
AALF: Almost Always Linear Forecasting Matthias Jakobs Thomas Liebig AI4TS 152 0 0 17 Jan 2025
A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis Binyu Zhang Shichao Li Junpeng Jian Zhu Meng Limei Guo Zhicheng Zhao 54 0 0 13 Jan 2025
MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis Sadia Kamal Tim Oates MedIm 67 0 0 12 Jan 2025
Faithful Counterfactual Visual Explanations (FCVE) Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 87 1 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 116 1 0 11 Jan 2025
COMIX: Compositional Explanations using Prototypes S. Sivaprasad D. Kangin Plamen Angelov Mario Fritz 434 0 0 10 Jan 2025
Identity-aware Feature Decoupling Learning for Clothing-change Person Re-identification Haoxuan Xu Yue Liu Guanglin Niu 81 2 0 10 Jan 2025
HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection Anant Mehta Bryant McArthur Nagarjuna Kolloju Zhengzhong Tu 96 0 0 10 Jan 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 192 16 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 276 7 0 10 Jan 2025
CAMs as Shapley Value-based Explainers Huaiguang Cai FAtt 90 1 0 09 Jan 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing Xinghe Fu Zhiyuan Yan Taiping Yao Shen Chen Xi Li 92 7 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 119 0 0 08 Jan 2025
DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction Xueqiang Ouyang Jia Wei Wenjie Huo Xiaocong Wang Rui Li Jianlong Zhou 121 1 0 08 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 100 2 0 08 Jan 2025
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends Duy M. Nguyen Hasan Md Tusfiqur Alam Trung Quoc Nguyen Devansh Srivastav H. Profitlich Ngan Le Daniel Sonntag 92 3 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 75 0 0 05 Jan 2025
A Separable Self-attention Inspired by the State Space Model for Computer Vision Juntao Zhang Shaogeng Liu Kun Bian You Zhou Pei Zhang Jianning Liu Jun Zhou Bingyan Liu Mamba 133 0 0 03 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 198 0 0 03 Jan 2025
AIM: Additional Image Guided Generation of Transferable Adversarial Attacks Teng Li Xingjun Ma Yu-Gang Jiang AAML DiffM 135 0 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 185 1 0 03 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 219 2 0 03 Jan 2025
Boosting Adversarial Transferability with Spatial Adversarial Alignment Zhaoyu Chen Haijing Guo Kaixun Jiang Jiyuan Fu Xinyu Zhou Dingkang Yang Hao Tang Yue Liu Wenqiang Zhang AAML 69 0 0 03 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 90 0 0 03 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 278 7 0 03 Jan 2025
Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Bohang Sun Pietro Liò ViT AAML 152 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 177 1 0 31 Dec 2024
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 282 5 0 31 Dec 2024
Accurate Explanation Model for Image Classifiers using Class Association Embedding Ruitao Xie Jingbang Chen Limai Jiang Rui Xiao Yi-Lun Pan Yunpeng Cai 240 4 0 31 Dec 2024
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection Yaning Zhang Qiufu Li Zitong Yu Linlin Shen ViT 98 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 91 0 0 30 Dec 2024