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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
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee 90 10 0 15 Nov 2022
Dynamic Temporal Filtering in Video Models Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Chong-Wah Ngo Tao Mei AI4TS 103 18 0 15 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 70 3 0 15 Nov 2022
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning Jinghuai Zhang Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong AAML 77 21 0 15 Nov 2022
Machine learning for classifying and interpreting coherent X-ray speckle patterns Mingren Shen D. Sheyfer T. Loeffler S. Sankaranarayanan G. Stephenson Maria K. Y. Chan D. Morgan 53 0 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 104 59 0 15 Nov 2022
Heatmap-based Out-of-Distribution Detection Julia Hornauer Vasileios Belagiannis OODD 58 7 0 15 Nov 2022
Predicting Eye Gaze Location on Websites Ciheng Zhang Decky Aspandi Steffen Staab 66 4 0 15 Nov 2022
Backdoor Attacks on Time Series: A Generative Approach Yujing Jiang Xingjun Ma S. Erfani James Bailey AAML AI4TS 93 13 0 15 Nov 2022
ParCNetV2: Oversized Kernel with Enhanced Attention Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 78 6 0 14 Nov 2022
Artificial Intelligence for Automatic Detection and Classification Disease on the X-Ray Images Liora Mayats-Alpay 44 2 0 14 Nov 2022
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies Ryan Wang Li-Ching Chen L. Moukheiber Mira Moukheiber Dana Moukheiber ... Hari M. Trivedi R. Steinberg Po-Chih Kuo J. Gichoya Leo Anthony Celi 26 1 0 13 Nov 2022
Long-Range Zero-Shot Generative Deep Network Quantization Yan Luo Yangcheng Gao Zhao Zhang Haijun Zhang Mingliang Xu Meng Wang MQ 90 10 0 13 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 114 62 0 12 Nov 2022
Social Construction of XAI: Do We Need One Definition to Rule Them All? Upol Ehsan Mark O. Riedl 54 8 0 11 Nov 2022
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine DENSE MRI Jiarui Xing Shuo Wang K. Bilchick Frederick Epstein Amit R. Patel Miaomiao Zhang 15 6 0 11 Nov 2022
From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning Pranav Kulkarni Adway U. Kanhere Paul H. Yi V. Parekh FedML 31 2 0 11 Nov 2022
Dual Complementary Dynamic Convolution for Image Recognition Longbin Yan Yunxiao Qin Shumin Liu Jie Chen 69 0 0 11 Nov 2022
HSGNet: Object Re-identification with Hierarchical Similarity Graph Network Fei Shen Mengwan Wei Junchi Ren 71 11 0 10 Nov 2022
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models Sajith Rajapaksa Farzad Khalvati MedIm 37 0 0 09 Nov 2022
On the Robustness of Explanations of Deep Neural Network Models: A Survey Amlan Jyoti Karthik Balaji Ganesh Manoj Gayala Nandita Lakshmi Tunuguntla Sandesh Kamath V. Balasubramanian XAI FAtt AAML 82 4 0 09 Nov 2022
Knowledge Distillation for Federated Learning: a Practical Guide Alessio Mora Irene Tenison Paolo Bellavista Irina Rish FedML 66 31 0 09 Nov 2022
Hilbert Distillation for Cross-Dimensionality Networks Dian Qin Haishuai Wang Zhe Liu Hongjia Xu Sheng Zhou Jiajun Bu 64 4 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection Zihan Liu Hanyi Wang Shilin Wang ViT 51 6 0 07 Nov 2022
MogaNet: Multi-order Gated Aggregation Network Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 105 65 0 07 Nov 2022
ViT-CX: Causal Explanation of Vision Transformers Weiyan Xie Xiao-hui Li Caleb Chen Cao Nevin L.Zhang ViT 111 20 0 06 Nov 2022
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 163 512 0 04 Nov 2022
Exploring Explainability Methods for Graph Neural Networks Harsh Patel Shivam Sahni 32 0 0 03 Nov 2022
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria Theresa Bender J. Beinecke D. Krefting Carolin Müller Henning Dathe T. Seidler Nicolai Spicher Anne-Christin Hauschild FAtt 36 27 0 03 Nov 2022
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Yanxin Long Jianhua Han Runhu Huang Xu Hang Yi Zhu Chunjing Xu Xiaodan Liang VLM ObjD 104 19 0 02 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 88 7 0 02 Nov 2022
Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition Youngjoon Jang Youngtaek Oh Jae-Won Cho Dong-Jin Kim Joon Son Chung In So Kweon SLR 65 13 0 01 Nov 2022
Towards Alzheimer's Disease Progression Assessment: A Review of Machine Learning Methods Zibin Zhao LM&MA 27 0 0 01 Nov 2022
Is Facial Recognition Biased at Near-Infrared Spectrum As Well? Anoop Krishnan B. Neas A. Rattani CVBM 50 3 0 31 Oct 2022
SAGE: Saliency-Guided Mixup with Optimal Rearrangements A. Ma Nikita Dvornik Ran Zhang Leila Pishdad Konstantinos G. Derpanis Afsaneh Fazly 90 8 0 31 Oct 2022
A robust estimator of mutual information for deep learning interpretability Davide Piras H. Peiris A. Pontzen Luisa Lucie-Smith Ningyuan Guo Brian D. Nord SSL DRL 84 17 0 31 Oct 2022
Trade-off Between Efficiency and Consistency for Removal-based Explanations Yifan Zhang Haowei He Zhiyuan Tan Yang Yuan FAtt 93 4 0 31 Oct 2022
SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability Dipkamal Bhusal Rosalyn Shin Ajay Ashok Shewale M. K. Veerabhadran Michael Clifford Sara Rampazzi Nidhi Rastogi FAtt AAML 92 5 0 31 Oct 2022
PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks Yong-Min Shin Sun-Woo Kim Won-Yong Shin 82 4 0 31 Oct 2022
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models Atsushi Kikuchi Kotaro Uchida Masaki Waga Kohei Suenaga FAtt 69 1 0 31 Oct 2022
Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao Yunan Luo Miaoyuan Liu Pan Li 62 25 0 30 Oct 2022
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images Shengchao Chen Sufen Ren Guanjun Wang Mengxing Huang Chenyang Xue ViT MedIm 105 18 0 29 Oct 2022
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks Tamás Grósz Mittul Singh Sudarsana Reddy Kadiri H. Kathania M. Kurimo 45 0 0 28 Oct 2022
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer Ekkasit Pinyoanuntapong Ayman Ali Pu Wang Minwoo Lee Chong Chen CVBM 159 29 0 27 Oct 2022
A Generic Shared Attention Mechanism for Various Backbone Neural Networks Zhongzhan Huang Senwei Liang Mingfu Liang Liang Lin 108 6 0 27 Oct 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio Bruno Lepri Andrea Passerini 105 31 0 27 Oct 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair Brian Zhu Gokul Narayanan Eugen Solowjow Sergey Levine OffRL OnRL 132 16 0 27 Oct 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 49 1 0 27 Oct 2022
MMFL-Net: Multi-scale and Multi-granularity Feature Learning for Cross-domain Fashion Retrieval Chen Bao Xudong Zhang Jiazhou Chen Yongwei Miao 58 5 0 27 Oct 2022