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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
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang Liu Ke Chen Kui Jia 89 28 0 03 Aug 2022
Re-Attention Transformer for Weakly Supervised Object Localization Hui Su Yue Ye Zhiwei Chen Min-Gyoo Song Lechao Cheng WSOL 95 15 0 03 Aug 2022
Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation Xingchen Li Long Chen Wenbo Ma Yi Yang Jun Xiao 76 27 0 03 Aug 2022
Two-Stream Transformer Architecture for Long Video Understanding Edward Fish Jon Weinbren Andrew Gilbert ViT 52 6 0 02 Aug 2022
Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning Tuncay Yiugit Nilgun cSengoz Ozlem Ozmen Jude Hemanth Ali Hakan Icsik MedIm 32 7 0 02 Aug 2022
Gesture-aware Interactive Machine Teaching with In-situ Object Annotations Zhongyi Zhou Koji Yatani VLM 177 18 0 02 Aug 2022
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images Yusuf Brima M. Atemkeng FAtt MedIm 76 1 0 01 Aug 2022
Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism Yangyang Shu B. Yu Hai-Ming Xu Lingqiao Liu 86 26 0 01 Aug 2022
Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics Xiaoyuan Guo Jiali Duan C.-C. Jay Kuo J. Gichoya Imon Banerjee VLM 46 1 0 31 Jul 2022
What Do Deep Neural Networks Find in Disordered Structures of Glasses? Norihiro Oyama S. Koyama T. Kawasaki 67 23 0 31 Jul 2022
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives Khaled Alrfou Amir Kordijazi Tian Zhao 3DV 61 6 0 29 Jul 2022
Leveraging Explanations in Interactive Machine Learning: An Overview Stefano Teso Öznur Alkan Wolfgang Stammer Elizabeth M. Daly XAI FAtt LRM 156 63 0 29 Jul 2022
Topological structure of complex predictions Meng Liu T. Dey D. Gleich 53 4 0 28 Jul 2022
Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing Magdalini Paschali Qingyu Zhao Ehsan Adeli K. Pohl 8 2 0 28 Jul 2022
Learning to Assess Danger from Movies for Cooperative Escape Planning in Hazardous Environments Vikram Shree Sarah Allen B. Asfora Jacopo Banfi Mark E. Campbell 43 2 0 27 Jul 2022
Adaptive sampling for scanning pixel cameras Yusuf Duman Jean-Yves Guillemaut Simon Hadfield 61 1 0 27 Jul 2022
Adaptive occlusion sensitivity analysis for visually explaining video recognition networks Tomoki Uchiyama Naoya Sogi S. Iizuka Koichiro Niinuma Kazuhiro Fukui 63 2 0 26 Jul 2022
Equivariant and Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Tat-Seng Chua 94 27 0 26 Jul 2022
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics Yiqiao Li Jianlong Zhou Sunny Verma Fang Chen XAI 93 40 0 26 Jul 2022
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification Khiem H. Le Hieu H. Pham Thao BT. Nguyen Tu Nguyen T. Thanh Cuong D. Do 42 36 0 25 Jul 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data Tan Wang Qianru Sun Sugiri Pranata J. Karlekar Hanwang Zhang SSL 100 21 0 25 Jul 2022
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification Paul Boniol M. Meftah E. Remy Themis Palpanas AI4TS 48 27 0 25 Jul 2022
Better Reasoning Behind Classification Predictions with BERT for Fake News Detection Daesoo Lee SSL 35 0 0 23 Jul 2022
Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models Huy Ha Shuran Song LM&Ro VLM 112 106 0 23 Jul 2022
Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations Qian Yang Yunxin Li Baotian Hu Lin Ma Yuxin Ding Min Zhang 86 10 0 23 Jul 2022
Explainable AI Algorithms for Vibration Data-based Fault Detection: Use Case-adadpted Methods and Critical Evaluation Oliver Mey Deniz Neufeld 60 24 0 21 Jul 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Biwei Huang Errui Ding Jingdong Wang Youjian Zhao 76 10 0 21 Jul 2022
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 103 32 0 21 Jul 2022
On Label Granularity and Object Localization Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge Belongie Andrew G. Howard Oisin Mac Aodha WSOL 84 13 0 20 Jul 2022
Discover and Mitigate Unknown Biases with Debiasing Alternate Networks Zhiheng Li A. Hoogs Chenliang Xu 83 55 0 20 Jul 2022
Co-Located Human-Human Interaction Analysis using Nonverbal Cues: A Survey Cigdem Beyan Alessandro Vinciarelli Alessio Del Bue 64 9 0 20 Jul 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 63 3 0 20 Jul 2022
Differentiable Agent-based Epidemiology Ayush Chopra Alexander Rodríguez J. Subramanian Arnau Quera-Bofarull Balaji Krishnamurthy B. Prakash Ramesh Raskar AI4CE 79 19 0 20 Jul 2022
Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction Chia-Chi Chuang Donglin Yang Chuan Wen Yang Gao SSL 124 12 0 20 Jul 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers Idil Aytekin Onat Dalmaz Kaan Gonc H. Ankishan E. Saritas Ulas Bagci H. Celik Tolga Çukur 60 12 0 19 Jul 2022
Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge Yao Xiao Zhi-Qin John Xu Xingyu Wang Laurent Itti 3DH 62 27 0 19 Jul 2022
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 78 19 0 19 Jul 2022
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Hongliang Li Lin Ma Wei Emma Zhang 124 6 0 19 Jul 2022
Don't Stop Learning: Towards Continual Learning for the CLIP Model Yuxuan Ding Lingqiao Liu Chunna Tian Jingyuan Yang Haoxuan Ding CLL VLM KELM 82 55 0 19 Jul 2022
Time Is MattEr: Temporal Self-supervision for Video Transformers Sukmin Yun Jaehyung Kim Dongyoon Han Hwanjun Song Jung-Woo Ha Jinwoo Shin ViT 67 12 0 19 Jul 2022
Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations H. Malik Shahina Kunhimon Muzammal Naseer Salman Khan Fahad Shahbaz Khan AAML 55 8 0 18 Jul 2022
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation Moein Heidari Amirhossein Kazerouni Milad Soltany Kadarvish Reza Azad Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof MedIm ViT 107 194 0 18 Jul 2022
Editing Out-of-domain GAN Inversion via Differential Activations Haorui Song Yong Du Tianyi Xiang Junyu Dong Jing Qin Shengfeng He DiffM 85 17 0 17 Jul 2022
MDM: Multiple Dynamic Masks for Visual Explanation of Neural Networks Yitao Peng Longzhen Yang Yihang Liu Lianghua He 26 0 0 17 Jul 2022
Explainable vision transformer enabled convolutional neural network for plant disease identification: PlantXViT P. S. Thakur P. Khanna T. Sheorey A. Ojha MedIm ViT 50 41 0 16 Jul 2022
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset Amit Bhati Neha Gour P. Khanna A. Ojha 46 40 0 16 Jul 2022
Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization Lei Zhu Qian Chen Lujia Jin Yunfei You Yanye Lu WSOL 71 19 0 16 Jul 2022
Explaining Image Enhancement Black-Box Methods through a Path Planning Based Algorithm Marco Cotogni C. Cusano 63 2 0 14 Jul 2022
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities Subash Neupane Jesse Ables William Anderson Sudip Mittal Shahram Rahimi I. Banicescu Maria Seale AAML 115 75 0 13 Jul 2022
Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations S. Munakata Caterina Urban Haruki Yokoyama Koji Yamamoto Kazuki Munakata AAML 39 4 0 13 Jul 2022