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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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OliVaR: Improving Olive Variety Recognition using Deep Neural Networks H. Miho Giulio Pagnotta Dorjan Hitaj Fabio De Gaspari L. Mancini G. Koubouris G. Godino Mehmet Hakan C. M. Díez 54 3 0 01 Mar 2023
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SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective Xiwei Xuan Ziquan Deng Hsuan-Tien Lin Z. Kong Kwan-Liu Ma AAML FAtt 61 3 0 01 Mar 2023
Pushing One Pair of Labels Apart Each Time in Multi-Label Learning: From Single Positive to Full Labels Xiang Li Xinrui Wang Songcan Chen 61 0 0 28 Feb 2023
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation Lichao Wang Jiahao Huang Xiaodan Xing Guang Yang 23 2 0 28 Feb 2023
Task-Oriented Grasp Prediction with Visual-Language Inputs Chao Tang Dehao Huang Lingxiao Meng Weiyu Liu Hong Zhang 62 36 0 28 Feb 2023
Deep Learning for Identifying Iran's Cultural Heritage Buildings in Need of Conservation Using Image Classification and Grad-CAM M. Bahrami A. Albadvi 31 5 0 28 Feb 2023
DC-Former: Diverse and Compact Transformer for Person Re-Identification Wenqi Li Cheng Zou Meng Wang Furong Xu Jianan Zhao Ruobing Zheng Yuan Cheng Wei Chu ViT 86 41 0 28 Feb 2023
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking Chang-Shu Liu Yinpeng Dong Wenzhao Xiang Xiaohu Yang Hang Su Junyi Zhu YueFeng Chen Yuan He H. Xue Shibao Zheng OOD VLM AAML 115 85 0 28 Feb 2023
Multi-Layer Attention-Based Explainability via Transformers for Tabular Data Andrea Trevino Gavito Diego Klabjan J. Utke LMTD 49 3 0 28 Feb 2023
A Closer Look at the Intervention Procedure of Concept Bottleneck Models Sungbin Shin Yohan Jo SungSoo Ahn Namhoon Lee 116 36 0 28 Feb 2023
Leveraging Angular Distributions for Improved Knowledge Distillation Eunyeong Jeon Hongjun Choi Ankita Shukla Pavan Turaga 16 8 0 27 Feb 2023
Towards Audit Requirements for AI-based Systems in Mobility Applications Devi Alagarswamy Christian Berghoff Vasilios Danos Fabian Langer Thora Markert Georg Schneider Arndt von Twickel Fabian Woitschek 25 1 0 27 Feb 2023
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Shaohui Mei AAML 127 36 0 27 Feb 2023
Contextual adversarial attack against aerial detection in the physical world Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Shaohui Mei AAML 58 5 0 27 Feb 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection Ying Xu Kiran Raja L. Verdoliva Marius Pedersen 81 21 0 26 Feb 2023
Does a Neural Network Really Encode Symbolic Concepts? Mingjie Li Quanshi Zhang 98 31 0 25 Feb 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification Lemuel Puglisi F. Barkhof Daniel C. Alexander Geoffrey J. M. Parker Arman Eshaghi D. Ravì 49 1 0 25 Feb 2023
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 119 3 0 25 Feb 2023
Don't be fooled: label leakage in explanation methods and the importance of their quantitative evaluation N. Jethani A. Saporta Rajesh Ranganath FAtt 85 11 0 24 Feb 2023
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation Ryan Benkert Oluwaseun Joseph Aribido Ghassan AlRegib 68 8 0 24 Feb 2023
Spatial Bias for Attention-free Non-local Neural Networks Junhyung Go Jongbin Ryu SSL 59 10 0 24 Feb 2023
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction Shichang Zhang Jiani Zhang Xiang Song Soji Adeshina Da Zheng Christos Faloutsos Yizhou Sun LRM 90 36 0 24 Feb 2023
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing Images Ziling Lu Yuexing Peng W. Li Junchuan Yu D. Ge Wei Xiang 19 14 0 24 Feb 2023
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks Raluca Jalaboi Ole Winther A. Galimzianova FAtt 48 1 0 23 Feb 2023
A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots Boyang Zhang Xinlei He Yun Shen Tianhao Wang Yang Zhang AAML 117 3 0 23 Feb 2023
The Generalizability of Explanations Hanxiao Tan FAtt 52 1 0 23 Feb 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation Jun Yang Lizhi Bai Yaoru Sun Chunqi Tian Maoyu Mao Guorun Wang SSeg 64 24 0 23 Feb 2023
Deep learning reveals the common spectrum underlying multiple brain disorders in youth and elders from brain functional networks Mianxin Liu Jingyang Zhang Yao Wang Yan Zhou F. Xie Qihao Guo F. Shi Han Zhang Qian Wang Dinggang Shen 30 0 0 23 Feb 2023
FG-SSA: Features Gradient-based Signals Selection Algorithm of Linear Complexity for Convolutional Neural Networks Yuto Omae Yusuke Sakai Hirotaka Takahashi 34 1 0 23 Feb 2023
Focusing On Targets For Improving Weakly Supervised Visual Grounding V. Pham Nao Mishima ObjD 88 1 0 22 Feb 2023
Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction Pei Xu J. Hayet Ioannis Karamouzas 78 17 0 21 Feb 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition Jiadi Yao H. Luo Xiao-Lei Zhang AAML 59 2 0 21 Feb 2023
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 128 7 0 21 Feb 2023
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness Javier Poyatos Daniel Molina Aitor Martínez Javier Del Ser Francisco Herrera 93 11 0 20 Feb 2023
Medical Face Masks and Emotion Recognition from the Body: Insights from a Deep Learning Perspective Nikolaos Kegkeroglou P. Filntisis Petros Maragos CVBM 72 4 0 20 Feb 2023
SpecXAI -- Spectral interpretability of Deep Learning Models Stefan Druc Peter Wooldridge A. Krishnamurthy Soumik Sarkar Aditya Balu 58 0 0 20 Feb 2023
A Survey on Semi-Supervised Semantic Segmentation Adrian Peláez-Vegas Pablo Mesejo Julián Luengo 77 31 0 20 Feb 2023
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators Yuan Cheng Zu-Yun Shiau Fu-En Yang Yu-Chiang Frank Wang 86 2 0 19 Feb 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 92 95 0 19 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 119 201 0 19 Feb 2023
MultiScale Probability Map guided Index Pooling with Attention-based learning for Road and Building Segmentation Shirsha Bose Ritesh Sur Chowdhury Debabrata Pal Shivashish Bose Biplab Banerjee S. Chaudhuri 46 9 0 18 Feb 2023
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics Nihal Murali A. Puli Ke Yu Rajesh Ranganath Kayhan Batmanghelich AAML 84 10 0 18 Feb 2023
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images M. R. Siddiquee Jay Shah Teresa Wu C. Chong T. Schwedt Gina M. Dumkrieger S. Nikolova Baoxin Li MedIm 102 11 0 18 Feb 2023
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI Xin Zhang Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang MedIm 57 5 0 17 Feb 2023
Less is More: The Influence of Pruning on the Explainability of CNNs David Weber F. Merkle Pascal Schöttle Stephan Schlögl Martin Nocker FAtt 196 1 0 17 Feb 2023
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification I. Ullah Dustin Carrión-Ojeda Sergio Escalera Isabelle M Guyon Mike Huisman F. Mohr Jan N van Rijn Haozhe Sun Joaquin Vanschoren P. Vu VLM 79 35 0 16 Feb 2023
Modeling Reliance on XAI Indicating Its Purpose and Attention A. Maehigashi Yosuke Fukuchi Seiji Yamada 33 7 0 16 Feb 2023
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews Chengbin Hou Xinyu Lin Hanhui Huang Sheng Xu Junxuan Fan Yukun Shi Hairong Lv 43 8 0 16 Feb 2023
Balancing Privacy Protection and Interpretability in Federated Learning Zhe Li Honglong Chen Zhichen Ni Huajie Shao FedML 80 8 0 16 Feb 2023