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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
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images Jessy Song Ashkan Ebadi A. Florea Pengcheng Xi Stéphane Tremblay Alexander Wong 57 0 0 04 Jan 2023
Explainability and Robustness of Deep Visual Classification Models Jindong Gu AAML 94 2 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 150 102 0 03 Jan 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object Localization Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 127 4 0 03 Jan 2023
Detecting Severity of Diabetic Retinopathy from Fundus Images: A Transformer Network-based Review Tejas Karkera Chandranath Adak Soumiki Chattopadhyay Muhammad Saqib ViT MedIm 49 9 0 03 Jan 2023
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants Chen Xue Fan Wang Yuanzhuo Zhu Hui Li Deyu Meng Dinggang Shen C. Lian 104 3 0 01 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Arash Ahmadian Louis S.P. Liu Yue Fei Konstantinos N. Plataniotis Mahdi S. Hosseini 83 0 0 31 Dec 2022
Mapping Knowledge Representations to Concepts: A Review and New Perspectives Lars Holmberg P. Davidsson Per Linde 88 2 0 31 Dec 2022
Rethinking Rotation Invariance with Point Cloud Registration Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 112 7 0 31 Dec 2022
Guidance Through Surrogate: Towards a Generic Diagnostic Attack Muzammal Naseer Salman Khan Fatih Porikli Fahad Shahbaz Khan AAML 56 1 0 30 Dec 2022
On the Interpretability of Attention Networks L. N. Pandey Rahul Vashisht H. G. Ramaswamy 73 5 0 30 Dec 2022
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 83 8 0 30 Dec 2022
A Theoretical Framework for AI Models Explainability with Application in Biomedicine Matteo Rizzo Alberto Veneri A. Albarelli Claudio Lucchese Marco Nobile Cristina Conati XAI 83 9 0 29 Dec 2022
Exploring Depth Information for Face Manipulation Detection Hao Wang Meiling Li Sheng Li Zhenxing Qian Xinpeng Zhang CVBM 72 1 0 29 Dec 2022
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 99 0 0 29 Dec 2022
Provable Robust Saliency-based Explanations Chao Chen Chenghua Guo Guixiang Ma Ming Zeng Xi Zhang Sihong Xie AAML FAtt 90 1 0 28 Dec 2022
Multimodal Explainability via Latent Shift applied to COVID-19 stratification V. Guarrasi L. Tronchin Domenico Albano E. Faiella Deborah Fazzini D. Santucci Paolo Soda 77 24 0 28 Dec 2022
Persistence-based operators in machine learning M. Bergomi M. Ferri A. Mella Pietro Vertechi 43 0 0 28 Dec 2022
Mechanism of feature learning in deep fully connected networks and kernel machines that recursively learn features Adityanarayanan Radhakrishnan Daniel Beaglehole Parthe Pandit M. Belkin FAtt MLT 100 13 0 28 Dec 2022
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 62 0 0 28 Dec 2022
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 85 37 0 28 Dec 2022
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron Jivitesh Sharma Ole-Christoffer Granmo Lei Jiao 56 1 0 27 Dec 2022
DeepCuts: Single-Shot Interpretability based Pruning for BERT Jasdeep Singh Grover Bhavesh Gawri R. Manku 58 1 0 27 Dec 2022
Saliency-Augmented Memory Completion for Continual Learning Guangji Bai Chen Ling Yuyang Gao Liang Zhao CLL 120 4 0 26 Dec 2022
Crop mapping in the small sample/no sample case: an approach using a two-level cascade classifier and integrating domain knowledge Yunze Zang Yifei Liu Xuehong Chen Anqi Li Yichen Zhai ... Luling Liu Chuanhai Zhu Rui-Fen Chen Shupeng Li Na Jie 30 0 0 26 Dec 2022
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection Jaeyoung Kim Seo Taek Kong Dongbin Na Kyu-Hwan Jung OODD 41 4 0 26 Dec 2022
SMMix: Self-Motivated Image Mixing for Vision Transformers Mengzhao Chen Mingbao Lin Zhihang Lin Yuxin Zhang Chia-Wen Lin Rongrong Ji 120 11 0 26 Dec 2022
Explainable AI for Bioinformatics: Methods, Tools, and Applications Md. Rezaul Karim Tanhim Islam Oya Beyan Christoph Lange Michael Cochez Dietrich-Rebholz Schuhmann Stefan Decker 108 78 0 25 Dec 2022
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification Abu Adnan Sadi Labib Chowdhury Nur-Wa-Bushra Jahan Mohammad Newaz Sharif Rafi Radeya Chowdhury Faisal Ahamed Khan Nabeel Mohammed 30 11 0 24 Dec 2022
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 67 5 0 24 Dec 2022
Do DALL-E and Flamingo Understand Each Other? Hang Li Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp MLLM 79 12 0 23 Dec 2022
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Security and Interpretability in Automotive Systems Shailja Thakur AAML 35 0 0 23 Dec 2022
Supervised Anomaly Detection Method Combining Generative Adversarial Networks and Three-Dimensional Data in Vehicle Inspections Yohei Baba Takuro Hoshi Ryosuke Mori Gaurang Gavai 111 0 0 22 Dec 2022
DExT: Detector Explanation Toolkit Deepan Padmanabhan Paul G. Plöger Octavio Arriaga Matias Valdenegro-Toro 69 2 0 21 Dec 2022
End-to-end AI framework for interpretable prediction of molecular and crystal properties Hyun Park Ruijie Zhu Eliu A. Huerta Santanu Chaudhuri E. Tajkhorshid Donny Cooper AI4CE 47 10 0 21 Dec 2022
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models Jiaxian Guo Junnan Li Dongxu Li A. M. H. Tiong Boyang Albert Li Dacheng Tao Steven C. H. Hoi VLM MLLM 75 118 0 21 Dec 2022
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering Chenlu Zhan Peng Peng Hongsen Wang Tao Chen Hongwei Wang MedIm 77 4 0 21 Dec 2022
Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation Tianrui Qin Xianghuan He Xitong Gao Yiren Zhao Kejiang Ye Chengjie Xu AAML 65 3 0 20 Dec 2022
Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure Walt Williams Rohan Doshi Yanran Li Kexuan Liang 34 0 0 19 Dec 2022
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 91 13 0 19 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 99 47 0 19 Dec 2022
An overview of open source Deep Learning-based libraries for Neuroscience Louis Fabrice Tshimanga Manfredo Atzori Federico Del Pup M. Corbetta OOD 50 5 0 19 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 51 26 0 19 Dec 2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 32 6 0 18 Dec 2022
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization Shiji Xin Yifei Wang Jingtong Su Yisen Wang OOD 92 7 0 18 Dec 2022
Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu AAML 88 7 0 18 Dec 2022
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis Zifan Liu Evan Rosen P. Suganthan 49 1 0 18 Dec 2022
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ Eoin Delaney A. Pakrashi Derek Greene Markt. Keane 79 17 0 16 Dec 2022
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images Huseyin Tuna Erdinc A. Gahlot Ziyi Yin M. Louboutin Felix J. Herrmann 36 4 0 16 Dec 2022