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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 / 5,309 papers shown
Title
Towards the Characterization of Representations Learned via
  Capsule-based Network Architectures
Towards the Characterization of Representations Learned via Capsule-based Network Architectures
Saja AL-Tawalbeh
José Oramas
57
1
0
09 May 2023
LSAS: Lightweight Sub-attention Strategy for Alleviating Attention Bias
  Problem
LSAS: Lightweight Sub-attention Strategy for Alleviating Attention Bias Problem
Shan Zhong
Wushao Wen
Jinghui Qin
Qiang Chen
Zhongzhan Huang
110
8
0
09 May 2023
Wooden Sleeper Deterioration Detection for Rural Railway Prognostics
  Using Unsupervised Deeper FCDDs
Wooden Sleeper Deterioration Detection for Rural Railway Prognostics Using Unsupervised Deeper FCDDs
Takato Yasuno
Masahiro Okano
Junichiro Fujii
57
1
0
09 May 2023
Explainable Parallel RCNN with Novel Feature Representation for Time
  Series Forecasting
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting
Jimeng Shi
Rukmangadh Myana
Vitalii Stebliankin
Azam Shirali
Giri Narasimhan
AI4TS
41
7
0
08 May 2023
Understanding Gaussian Attention Bias of Vision Transformers Using
  Effective Receptive Fields
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields
Bum Jun Kim
Hyeyeon Choi
Hyeonah Jang
Sang Woo Kim
ViT
59
3
0
08 May 2023
Exploring a Gradient-based Explainable AI Technique for Time-Series
  Data: A Case Study of Assessing Stroke Rehabilitation Exercises
Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises
Min Hun Lee
Yi Jing Choy
FAtt
42
4
0
08 May 2023
RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty
  Detection
RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty Detection
Ge Zhang
Wangzhe Du
DRL
23
0
0
07 May 2023
Uncertainty Quantification in Machine Learning for Engineering Design
  and Health Prognostics: A Tutorial
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial
V. Nemani
Luca Biggio
Xun Huan
Zhen Hu
Olga Fink
Anh Tran
Yan Wang
Xiaoge Zhang
Chao Hu
AI4CE
116
81
0
07 May 2023
Human Attention-Guided Explainable Artificial Intelligence for Computer
  Vision Models
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models
Guoyang Liu
Jindi Zhang
Antoni B. Chan
J. H. Hsiao
90
16
0
05 May 2023
Distributing Synergy Functions: Unifying Game-Theoretic Interaction
  Methods for Machine-Learning Explainability
Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability
Daniel Lundstrom
Meisam Razaviyayn
FAtt
64
1
0
04 May 2023
UPDExplainer: an Interpretable Transformer-based Framework for Urban
  Physical Disorder Detection Using Street View Imagery
UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery
Chuanbo Hu
Shan Jia
Fan Zhang
C. Xiao
Mindi Ruan
Jacob Thrasher
Xin Li
65
10
0
04 May 2023
Explainable Reinforcement Learning via a Causal World Model
Explainable Reinforcement Learning via a Causal World Model
Zhongwei Yu
Jingqing Ruan
Dengpeng Xing
CML
102
16
0
04 May 2023
A new method using deep learning to predict the response to cardiac
  resynchronization therapy
A new method using deep learning to predict the response to cardiac resynchronization therapy
Kristoffer Larsen
Jiashuo Liu
Chen Zhao
Xinwei Zhang
Q. Sha
...
Diana Paez
Yangqiu Song
J. Zou
Amalia Peix
Weihua Zhou
45
1
0
04 May 2023
MaskSearch: Querying Image Masks at Scale
MaskSearch: Querying Image Masks at Scale
Dong He
Jieyu Zhang
Maureen Daum
Alexander Ratner
Magdalena Balazinska
VLM
82
2
0
03 May 2023
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to
  Descendant Models
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models
Qiufeng Wang
Xu Yang
Shuxia Lin
Jing Wang
Xin Geng
80
13
0
03 May 2023
Explaining Language Models' Predictions with High-Impact Concepts
Explaining Language Models' Predictions with High-Impact Concepts
Ruochen Zhao
Shafiq Joty
Yongjie Wang
Tan Wang
LRM
88
9
0
03 May 2023
Class adaptive threshold and negative class guided noisy annotation
  robust Facial Expression Recognition
Class adaptive threshold and negative class guided noisy annotation robust Facial Expression Recognition
Francisco Andrade
Mário A. T. Figueiredo
Bobbili Veerendra Raj Kumar
S. Balasubramanian
57
1
0
03 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised
  Semantic Segmentation
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation
Peng-Tao Jiang
Yuqi Yang
VLM
93
33
0
02 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body
  fusion
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion
Qisen Ma
Keming Mao
Gao Wang
Lisheng Xu
Yuhai Zhao
69
3
0
01 May 2023
Enhanced Multi-level Features for Very High Resolution Remote Sensing
  Scene Classification
Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification
C. Sitaula
K. Sumesh
Jagannath Aryal
40
21
0
01 May 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Shirley Wu
Mert Yuksekgonul
Linjun Zhang
James Zou
156
62
0
01 May 2023
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based
  Comparison of Feature Spaces
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces
Georgii Mikriukov
Gesina Schwalbe
Christian Hellert
Korinna Bade
60
2
0
30 Apr 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature
  Embeddings and One-Class Classification
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification
Minghui Yang
Jing Liu
Zhiwei Yang
Zhaoyang Wu
71
10
0
30 Apr 2023
Interpreting Vision and Language Generative Models with Semantic Visual
  Priors
Interpreting Vision and Language Generative Models with Semantic Visual Priors
Michele Cafagna
L. Rojas-Barahona
Kees van Deemter
Albert Gatt
FAttVLM
59
3
0
28 Apr 2023
Dense Hybrid Proposal Modulation for Lane Detection
Dense Hybrid Proposal Modulation for Lane Detection
Yuejian Wu
Linqing Zhao
Jiwen Lu
Haibin Yan
62
9
0
28 Apr 2023
Semi-Supervised RF Fingerprinting with Consistency-Based Regularization
Semi-Supervised RF Fingerprinting with Consistency-Based Regularization
Weidong Wang
Cheng Luo
Jiancheng An
Lu Gan
H. Liao
Chau Yuen
39
13
0
28 Apr 2023
Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D
  Object Detection
Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection
Zhiyuan Cheng
Hongjun Choi
James Liang
Shiwei Feng
Guanhong Tao
Dongfang Liu
Michael Zuzak
Xiangyu Zhang
AAML
74
14
0
28 Apr 2023
Improve Video Representation with Temporal Adversarial Augmentation
Improve Video Representation with Temporal Adversarial Augmentation
Jinhao Duan
Quanfu Fan
Hao-Ran Cheng
Xiaoshuang Shi
Kaidi Xu
AAMLAI4TSViT
56
2
0
28 Apr 2023
Deeply-Coupled Convolution-Transformer with Spatial-temporal
  Complementary Learning for Video-based Person Re-identification
Deeply-Coupled Convolution-Transformer with Spatial-temporal Complementary Learning for Video-based Person Re-identification
Xuehu Liu
Chenyang Yu
Pingping Zhang
Huchuan Lu
ViT
119
32
0
27 Apr 2023
Categorical Foundations of Explainable AI: A Unifying Theory
Categorical Foundations of Explainable AI: A Unifying Theory
Pietro Barbiero
S. Fioravanti
Francesco Giannini
Alberto Tonda
Pietro Lio
Elena Di Lavore
XAI
70
2
0
27 Apr 2023
On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality
  Perspective
On Pitfalls of RemOve-And-Retrain\textit{RemOve-And-Retrain}RemOve-And-Retrain: Data Processing Inequality Perspective
J. Song
Keumgang Cha
Junghoon Seo
89
2
0
26 Apr 2023
Are Explainability Tools Gender Biased? A Case Study on Face
  Presentation Attack Detection
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
Marco Huber
Meiling Fang
Fadi Boutros
Naser Damer
FaMLCVBM
88
9
0
26 Apr 2023
Efficient Explainable Face Verification based on Similarity Score
  Argument Backpropagation
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
Marco Huber
An Luu
Philipp Terhörst
Naser Damer
CVBMAAML
55
15
0
26 Apr 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection
Zenan Shi
Haipeng Chen
Long Chen
Dong Zhang
88
21
0
26 Apr 2023
Concept-Monitor: Understanding DNN training through individual neurons
Concept-Monitor: Understanding DNN training through individual neurons
Mohammad Ali Khan
Tuomas P. Oikarinen
Tsui-Wei Weng
101
2
0
26 Apr 2023
Technical Note: Defining and Quantifying AND-OR Interactions for
  Faithful and Concise Explanation of DNNs
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs
Mingjie Li
Quanshi Zhang
69
11
0
26 Apr 2023
Class Attention Transfer Based Knowledge Distillation
Class Attention Transfer Based Knowledge Distillation
Ziyao Guo
Haonan Yan
Hui Li
Xiao-La Lin
62
69
0
25 Apr 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General
  Face Forgery Detection
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection
Anwei Luo
Chen Kong
Jiwu Huang
Yongjian Hu
Xiangui Kang
Alex C. Kot
AAML
98
44
0
24 Apr 2023
Towards a Praxis for Intercultural Ethics in Explainable AI
Towards a Praxis for Intercultural Ethics in Explainable AI
Chinasa T. Okolo
60
3
0
24 Apr 2023
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware
  Minimization
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization
Mingli Zhu
Shaokui Wei
Li Shen
Yanbo Fan
Baoyuan Wu
AAML
95
55
0
24 Apr 2023
SketchXAI: A First Look at Explainability for Human Sketches
SketchXAI: A First Look at Explainability for Human Sketches
Zhiyu Qu
Yulia Gryaditskaya
Ke Li
Kaiyue Pang
Tao Xiang
Yi-Zhe Song
89
8
0
23 Apr 2023
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face
  Detection
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face Detection
Rudresh Dwivedi
Ritesh Kumar
Deepak Chopra
Pranay Kothari
Manjot Singh
CVBMAAML
82
7
0
23 Apr 2023
PathRTM: Real-time prediction of KI-67 and tumor-infiltrated lymphocytes
PathRTM: Real-time prediction of KI-67 and tumor-infiltrated lymphocytes
Steven Lapp
E. David
N. Netanyahu
63
2
0
23 Apr 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image
  Recognition
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition
Yanan Wu
Songhe Feng
Yang Wang
60
11
0
21 Apr 2023
Interpretable and Robust AI in EEG Systems: A Survey
Interpretable and Robust AI in EEG Systems: A Survey
Xin-qiu Zhou
Chenyu Liu
Liming Zhai
Ziyu Jia
Cuntai Guan
Yang Liu
AAML
129
22
0
21 Apr 2023
Picking Up Quantization Steps for Compressed Image Classification
Picking Up Quantization Steps for Compressed Image Classification
Li Ma
Peixi Peng
Guangyao Chen
Yifan Zhao
Siwei Dong
Yonghong Tian
57
3
0
21 Apr 2023
Point-supervised Single-cell Segmentation via Collaborative Knowledge
  Sharing
Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing
Ji Yu
79
5
0
20 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in
  Autonomous Driving: A Comprehensive Review
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review
Shanliang Yao
Runwei Guan
Xiaoyu Huang
Zhuoxiao Li
Xiangyu Sha
...
Eng Gee Lim
H. Seo
Ka Lok Man
Xiaohui Zhu
Yutao Yue
134
107
0
20 Apr 2023
Learning Bottleneck Concepts in Image Classification
Learning Bottleneck Concepts in Image Classification
Bowen Wang
Liangzhi Li
Yuta Nakashima
Hajime Nagahara
SSL
108
46
0
20 Apr 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face
  Recognition and Quality Estimation
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation
Jacky Chen Long Chai
T. Ng
C. Low
Jaewoo Park
Andrew Beng Jin Teoh
CVBM
75
22
0
20 Apr 2023
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