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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
Learning to Manipulate Anywhere: A Visual Generalizable Framework For Reinforcement Learning Zhecheng Yuan Tianming Wei Shuiqi Cheng Gu Zhang Yuanpei Chen Huazhe Xu 94 23 0 22 Jul 2024
Breaking the Global North Stereotype: A Global South-centric Benchmark Dataset for Auditing and Mitigating Biases in Facial Recognition Systems Siddharth D. Jaiswal Animesh Ganai A. Dash Saptarshi Ghosh Animesh Mukherjee CVBM 78 3 0 22 Jul 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 88 3 0 22 Jul 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 88 2 0 22 Jul 2024
Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models Wenbin An Feng Tian Jiahao Nie Wenkai Shi Haonan Lin Yan Chen Qianying Wang Y. Wu Guang Dai Ping Chen VLM 94 4 0 22 Jul 2024
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning Ari Tchetchenian L. Zekelman Yuqian Chen J. Rushmore Fan Zhang ... N. Makris Yogesh Rathi Erik H. W. Meijering Yang Song L. O’Donnell 76 1 0 21 Jul 2024
On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition Zihu Wang Lingqiao Liu Scott Ricardo Figueroa Weston Samuel Tian Peng Li 76 2 0 19 Jul 2024
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks Sarah Jabbour Gregory Kondas Ella Kazerooni Michael Sjoding David Fouhey Jenna Wiens FAtt DiffM 69 1 0 19 Jul 2024
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition Youssef Doulfoukar Laurent Mertens Joost Vennekens FAtt 72 0 0 19 Jul 2024
Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation Jinda Lu Shuo Wang Yanbin Hao Haifeng Liu Xiang Wang Meng Wang 54 2 0 19 Jul 2024
Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability Özgür Acar Güler Manuel Günther André Anjos 68 0 0 19 Jul 2024
Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift Qingyuan Zeng Yunpeng Gong Min Jiang AAML 85 5 0 18 Jul 2024
Improved Esophageal Varices Assessment from Non-Contrast CT Scans Chunli Li Xiaoming Zhang Yuan Gao Xiaoli Yin Le Lu Ling Zhang Ke Yan Yu Shi 82 0 0 18 Jul 2024
Transferable Adversarial Facial Images for Privacy Protection Minghui Li Jiangxiong Wang Hao Zhang Ziqi Zhou Sheng-shou Hu Xiaobing Pei PICV AAML 109 9 0 18 Jul 2024
Validating Mechanistic Interpretations: An Axiomatic Approach Nils Palumbo Ravi Mangal Zifan Wang Saranya Vijayakumar Corina S. Pasareanu Somesh Jha 106 1 0 18 Jul 2024
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos Suwen Shi Ziwei Huang Haider K. Hoomod Laith Alzubaidi A. Saihood Yu Li AI4TS 88 4 0 17 Jul 2024
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI Qi Huang Emanuele Mezzi Osman Mutlu Miltiadis Kofinas Vidya Prasad Shadnan Azwad Khan Elena Ranguelova Niki van Stein 98 0 0 17 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 97 1 0 17 Jul 2024
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment Yong-Hyun Park Junghoon Seo Bomseok Park Seongsu Lee Junghyo Jo AAML 76 0 0 17 Jul 2024
Evaluating graph-based explanations for AI-based recommender systems Simon Delarue Astrid Bertrand Tiphaine Viard 84 0 0 17 Jul 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 122 5 0 17 Jul 2024
Are Linear Regression Models White Box and Interpretable? A. M. Salih Yuhe Wang XAI 66 2 0 16 Jul 2024
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain Marco Huber Naser Damer CVBM 105 2 0 16 Jul 2024
Benchmarking the Attribution Quality of Vision Models Robin Hesse Simone Schaub-Meyer Stefan Roth FAtt 89 3 0 16 Jul 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach Truong Thanh Hung Nguyen Phuc Truong Loc Nguyen Hung Cao 72 6 0 16 Jul 2024
Exploring connections of spectral analysis and transfer learning in medical imaging Yucheng Lu Dovile Juodelyte Jonathan Victor Veronika Cheplygina 103 1 0 16 Jul 2024
Feature Inference Attack on Shapley Values Xinjian Luo Yangfan Jiang X. Xiao AAML FAtt 108 21 0 16 Jul 2024
Human-Centric Transformer for Domain Adaptive Action Recognition Kun-Yu Lin Jiaming Zhou Wei-Shi Zheng 97 6 0 15 Jul 2024
Features Reconstruction Disentanglement Cloth-Changing Person Re-Identification Zhihao Chen Yiyuan Ge Qing Yue 68 3 0 15 Jul 2024
Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang Zihao Xiao Shikun Li Fanzhao Lin Jianmin Li Shiming Ge CVBM 103 13 0 15 Jul 2024
Understanding the Dependence of Perception Model Competency on Regions in an Image Sara Pohland Claire Tomlin 68 1 0 15 Jul 2024
Advancing Continual Learning for Robust Deepfake Audio Classification Feiyi Dong Qingchen Tang Yichen Bai Zihan Wang 69 3 0 14 Jul 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks Zhenyu Wang S. Nirjon 54 1 0 13 Jul 2024
Layer-Wise Relevance Propagation with Conservation Property for ResNet Seitaro Otsuki T. Iida Félix Doublet Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi Komei Sugiura FAtt 116 4 0 12 Jul 2024
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Zekai Xu Kang You Qinghai Guo Xiang Wang Zhezhi He 76 5 0 12 Jul 2024
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Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 84 5 0 11 Jul 2024
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping Hiba Najjar Francisco Mena Marlon Nuske A. Dengel 65 1 0 11 Jul 2024
Knowledge distillation to effectively attain both region-of-interest and global semantics from an image where multiple objects appear Seonwhee Jin 49 0 0 11 Jul 2024
Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant Factors Jingyi Yang Zitong Yu Xiuming Ni Jia He Hui Li CVBM 88 4 0 11 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 188 0 0 11 Jul 2024
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 104 7 0 10 Jul 2024
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TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 97 5 0 10 Jul 2024
Deformable-Heatmap-Segmentation for Automobile Visual Perception Hongyu Jin 33 1 0 10 Jul 2024
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation Seonghoon Yu Paul Hongsuck Seo Jeany Son DiffM 145 6 0 10 Jul 2024
iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency Haruna Yunusa Qin Shiyin Abdulrahman Hamman Adama Chukkol Isah Bello A. Lawan Isah Bello 101 4 0 10 Jul 2024
Window-to-Window BEV Representation Learning for Limited FoV Cross-View Geo-localization Lei Cheng Teng Wang Lingquan Meng Changyin Sun 72 0 0 09 Jul 2024
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