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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based
  Localization
v1v2v3v4 (latest)

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016
Ramprasaath R. Selvaraju
Michael Cogswell
Abhishek Das
Ramakrishna Vedantam
Devi Parikh
Dhruv Batra
    FAtt
ArXiv (abs)PDFHTMLGithub (1561★)

Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

50 / 5,279 papers shown
Title
Towards a Responsible AI Development Lifecycle: Lessons From Information
  Security
Towards a Responsible AI Development Lifecycle: Lessons From Information Security
Erick Galinkin
SILM
47
6
0
06 Mar 2022
Rethinking Efficient Lane Detection via Curve Modeling
Rethinking Efficient Lane Detection via Curve Modeling
Zhengyang Feng
Shaohua Guo
Xin Tan
Ke Xu
Min Wang
Lizhuang Ma
103
150
0
04 Mar 2022
Do Explanations Explain? Model Knows Best
Do Explanations Explain? Model Knows Best
Ashkan Khakzar
Pedram J. Khorsandi
Rozhin Nobahari
Nassir Navab
XAIAAMLFAtt
38
24
0
04 Mar 2022
Class-Aware Contrastive Semi-Supervised Learning
Class-Aware Contrastive Semi-Supervised Learning
Fan Yang
Kai Wu
Shuyi Zhang
Guannan Jiang
Yong Liu
Feng Zheng
Wei Zhang
Chengjie Wang
Long Zeng
65
100
0
04 Mar 2022
On Learning Contrastive Representations for Learning with Noisy Labels
On Learning Contrastive Representations for Learning with Noisy Labels
Linya Yi
Sheng Liu
Qi She
A. McLeod
Boyu Wang
NoLa
79
41
0
03 Mar 2022
A multi-stream convolutional neural network for classification of
  progressive MCI in Alzheimer's disease using structural MRI images
A multi-stream convolutional neural network for classification of progressive MCI in Alzheimer's disease using structural MRI images
Mona Ashtari-Majlan
Abbas Seifi
Mohammad Mahdi Dehshibi
32
48
0
03 Mar 2022
ADVISE: ADaptive Feature Relevance and VISual Explanations for
  Convolutional Neural Networks
ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks
Mohammad Mahdi Dehshibi
Mona Ashtari-Majlan
Gereziher W. Adhane
David Masip
AAMLFAtt
45
3
0
02 Mar 2022
Satellite Image and Machine Learning based Knowledge Extraction in the
  Poverty and Welfare Domain
Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain
Ola Hall
Mattias Ohlsson
Thortseinn Rögnvaldsson
34
8
0
02 Mar 2022
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images
Amine Amyar
R. Modzelewski
P. Vera
V. Morard
S. Ruan
MedIm
46
14
0
01 Mar 2022
Explicitising The Implicit Intrepretability of Deep Neural Networks Via
  Duality
Explicitising The Implicit Intrepretability of Deep Neural Networks Via Duality
Chandrashekar Lakshminarayanan
Ashutosh Kumar Singh
A. Rajkumar
AI4CE
64
1
0
01 Mar 2022
Layer Adaptive Deep Neural Networks for Out-of-distribution Detection
Layer Adaptive Deep Neural Networks for Out-of-distribution Detection
Haoliang Wang
Chengli Zhao
Xujiang Zhao
Feng Chen
OODD
53
7
0
01 Mar 2022
Multi-modal Alignment using Representation Codebook
Multi-modal Alignment using Representation Codebook
Jiali Duan
Liqun Chen
Son Tran
Jinyu Yang
Yi Xu
Belinda Zeng
Trishul Chilimbi
96
68
0
28 Feb 2022
Deepfake Network Architecture Attribution
Deepfake Network Architecture Attribution
Tianyun Yang
Ziyao Huang
Juan Cao
Lei Li
Xirong Li
118
52
0
28 Feb 2022
Deep learning enhanced Rydberg multifrequency microwave recognition
Deep learning enhanced Rydberg multifrequency microwave recognition
Zongkai Liu
Li-Hua Zhang
Bang Liu
Zhengli Zhang
Guangtao Guo
D. Ding
B. Shi
39
49
0
28 Feb 2022
CTformer: Convolution-free Token2Token Dilated Vision Transformer for
  Low-dose CT Denoising
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising
Dayang Wang
Fenglei Fan
Zhan Wu
R. Liu
Fei Wang
Hengyong Yu
ViTMedIm
85
127
0
28 Feb 2022
Efficient Attribute Unlearning: Towards Selective Removal of Input
  Attributes from Feature Representations
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations
Tao Guo
Song Guo
Jiewei Zhang
Wenchao Xu
Junxiao Wang
MU
72
18
0
27 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A
  Review
Continuous Human Action Recognition for Human-Machine Interaction: A Review
Harshala Gammulle
David Ahmedt-Aristizabal
Simon Denman
Lachlan Tychsen-Smith
L. Petersson
Clinton Fookes
113
28
0
26 Feb 2022
Statistics and Deep Learning-based Hybrid Model for Interpretable
  Anomaly Detection
Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection
Thabang Mathonsi
Terence L van Zyl
60
0
0
25 Feb 2022
RRL:Regional Rotation Layer in Convolutional Neural Networks
RRL:Regional Rotation Layer in Convolutional Neural Networks
Zongbo Hao
Tao Zhang
MingWang Chen
Kaixuan Zhou
49
2
0
25 Feb 2022
Motion-driven Visual Tempo Learning for Video-based Action Recognition
Motion-driven Visual Tempo Learning for Video-based Action Recognition
Yuanzhong Liu
Junsong Yuan
Zhigang Tu
76
61
0
24 Feb 2022
Adversarially-regularized mixed effects deep learning (ARMED) models for
  improved interpretability, performance, and generalization on clustered data
Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data
K. Nguyen
A. Montillo
FedMLAAML
41
10
0
23 Feb 2022
Deep Learning Reproducibility and Explainable AI (XAI)
Deep Learning Reproducibility and Explainable AI (XAI)
Anastasia-Maria Leventi-Peetz
T. Östreich
59
9
0
23 Feb 2022
Evaluating Feature Attribution Methods in the Image Domain
Evaluating Feature Attribution Methods in the Image Domain
Arne Gevaert
Axel-Jan Rousseau
Thijs Becker
D. Valkenborg
T. D. Bie
Yvan Saeys
FAtt
66
23
0
22 Feb 2022
Universal adversarial perturbation for remote sensing images
Universal adversarial perturbation for remote sensing images
Qingyu Wang
Jin Tang
Z. Yin
Bin Luo
AAML
57
5
0
22 Feb 2022
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for
  Image Recognition and Beyond
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond
Qiming Zhang
Yufei Xu
Jing Zhang
Dacheng Tao
ViT
118
235
0
21 Feb 2022
Sparsity Winning Twice: Better Robust Generalization from More Efficient
  Training
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training
Tianlong Chen
Zhenyu Zhang
Pengju Wang
Santosh Balachandra
Haoyu Ma
Zehao Wang
Zhangyang Wang
OODAAML
147
50
0
20 Feb 2022
Visual Attention Network
Visual Attention Network
Meng-Hao Guo
Chengrou Lu
Zheng-Ning Liu
Ming-Ming Cheng
Shiyong Hu
ViTVLM
127
674
0
20 Feb 2022
On Guiding Visual Attention with Language Specification
On Guiding Visual Attention with Language Specification
Suzanne Petryk
Lisa Dunlap
Keyan Nasseri
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
VLM
249
32
1
17 Feb 2022
Learning and Evaluating Graph Neural Network Explanations based on
  Counterfactual and Factual Reasoning
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning
Juntao Tan
Shijie Geng
Zuohui Fu
Yingqiang Ge
Shuyuan Xu
Yunqi Li
Yongfeng Zhang
95
113
0
17 Feb 2022
Disentangling Successor Features for Coordination in Multi-agent
  Reinforcement Learning
Disentangling Successor Features for Coordination in Multi-agent Reinforcement Learning
Seungchan Kim
Neale Van Stralen
Girish Chowdhary
Huy T. Tran
29
0
0
15 Feb 2022
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural
  Networks
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks
Jiachen Zhong
Junying Chen
Ajmal Mian
46
63
0
15 Feb 2022
Interpreting a Machine Learning Model for Detecting Gravitational Waves
Interpreting a Machine Learning Model for Detecting Gravitational Waves
M. Safarzadeh
Asad Khan
Eliu A. Huerta
Martin Wattenberg
103
2
0
15 Feb 2022
Improving Human Sperm Head Morphology Classification with Unsupervised
  Anatomical Feature Distillation
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation
Yejia Zhang
Jingjing Zhang
Xiaomin Zha
Yirun Zhou
Yunxia Cao
Da-Ren Chen
8
6
0
15 Feb 2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for
  Network Attention in Chest X-rays Classification
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification
Hongzhi Zhu
Septimiu Salcudean
R. Rohling
MedIm
48
4
0
15 Feb 2022
Cross-Modality Neuroimage Synthesis: A Survey
Cross-Modality Neuroimage Synthesis: A Survey
Guoyang Xie
Yawen Huang
Jin-Bao Wang
Ke Lu
Yefeng Zheng
Feng Zheng
Yaochu Jin
87
7
0
14 Feb 2022
DermX: an end-to-end framework for explainable automated dermatological
  diagnosis
DermX: an end-to-end framework for explainable automated dermatological diagnosis
Raluca Jalaboi
F. Faye
Mauricio Orbes-Arteaga
D. Jørgensen
Ole Winther
A. Galimzianova
MedIm
47
19
0
14 Feb 2022
AI can evolve without labels: self-evolving vision transformer for chest
  X-ray diagnosis through knowledge distillation
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
S. Park
Gwanghyun Kim
Y. Oh
J. Seo
Sang Min Lee
Jin Hwan Kim
Sungjun Moon
Jae-Kwang Lim
Changhyun Park
Jong Chul Ye
ViTMedIm
68
50
0
13 Feb 2022
Identification of Flux Rope Orientation via Neural Networks
Identification of Flux Rope Orientation via Neural Networks
T. Narock
A. Narock
L. F. G. dos Santos
T. Nieves-chinchilla
25
5
0
11 Feb 2022
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural
  Network for Internet Traffic Classification
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Kevin Fauvel
Fuxing Chen
Dario Rossi
129
26
0
11 Feb 2022
Adults as Augmentations for Children in Facial Emotion Recognition with
  Contrastive Learning
Adults as Augmentations for Children in Facial Emotion Recognition with Contrastive Learning
M. Virgolin
A. D. Lorenzo
Tanja Alderliesten
Peter A. N. Bosman
15
0
0
10 Feb 2022
Deep Learning for Computational Cytology: A Survey
Deep Learning for Computational Cytology: A Survey
Hao Jiang
Yanning Zhou
Yi Lin
R. Chan
Jiangshu Liu
Hao Chen
97
79
0
10 Feb 2022
Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
Yuxi Mi
Yiheng Sun
Jihong Guan
Shuigeng Zhou
AAMLFedML
23
1
0
09 Feb 2022
Learning Robust Convolutional Neural Networks with Relevant Feature
  Focusing via Explanations
Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
Kazuki Adachi
Shin'ya Yamaguchi
OOD
49
0
0
09 Feb 2022
Aligning Eyes between Humans and Deep Neural Network through Interactive
  Attention Alignment
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment
Yuyang Gao
Tong Sun
Liang Zhao
Sungsoo Ray Hong
HAI
84
38
0
06 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action
  Recognition
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition
Lipeng Ke
Kuan-Chuan Peng
Siwei Lyu
3DPC
53
34
0
04 Feb 2022
Rethinking Explainability as a Dialogue: A Practitioner's Perspective
Rethinking Explainability as a Dialogue: A Practitioner's Perspective
Himabindu Lakkaraju
Dylan Slack
Yuxin Chen
Chenhao Tan
Sameer Singh
LRM
108
64
0
03 Feb 2022
Concept Bottleneck Model with Additional Unsupervised Concepts
Concept Bottleneck Model with Additional Unsupervised Concepts
Yoshihide Sawada
Keigo Nakamura
SSL
77
74
0
03 Feb 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
Satyapriya Krishna
Tessa Han
Alex Gu
Steven Wu
S. Jabbari
Himabindu Lakkaraju
267
197
0
03 Feb 2022
Human Activity Recognition Using Tools of Convolutional Neural Networks:
  A State of the Art Review, Data Sets, Challenges and Future Prospects
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects
Md. Milon Islam
Sheikh Nooruddin
Fakhri Karray
Muhammad Ghulam
BDL
71
133
0
02 Feb 2022
Keyword localisation in untranscribed speech using visually grounded
  speech models
Keyword localisation in untranscribed speech using visually grounded speech models
Kayode Olaleye
Dan Oneaţă
Herman Kamper
60
7
0
02 Feb 2022
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