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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 / 5,295 papers shown
Title
Policy Contrastive Decoding for Robotic Foundation Models
Policy Contrastive Decoding for Robotic Foundation Models
Shihan Wu
Ji Zhang
Xu Luo
Junlin Xie
Jingkuan Song
Heng Tao Shen
Lianli Gao
OffRL
261
0
0
19 May 2025
EPIC: Explanation of Pretrained Image Classification Networks via Prototype
EPIC: Explanation of Pretrained Image Classification Networks via Prototype
Piotr Borycki
Magdalena Trędowicz
Szymon Janusz
Jacek Tabor
Przemysław Spurek
Arkadiusz Lewicki
Łukasz Struski
185
0
0
19 May 2025
Time series saliency maps: explaining models across multiple domains
Time series saliency maps: explaining models across multiple domains
Christodoulos Kechris
Jonathan Dan
David Atienza
AI4TSFAtt
76
0
0
19 May 2025
Computer Vision Models Show Human-Like Sensitivity to Geometric and Topological Concepts
Computer Vision Models Show Human-Like Sensitivity to Geometric and Topological Concepts
Zekun Wang
Sashank Varma
46
0
0
19 May 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
Younghyun Kim
Jongheon Jeong
Sangkyung Kwak
Kyungmin Lee
Juho Lee
Jinwoo Shin
63
0
0
19 May 2025
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
Jiawen Xu
O. Kao
Margret Keuper
126
0
0
19 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
Yixuan Dong
Fang-Yi Su
Jung-Hsien Chiang
DiffM
60
0
0
17 May 2025
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors
Hung Nguyen
Alireza Rahimi
Veronica Whitford
Hélène Fournier
Irina Kondratova
René Richard
Hung Cao
157
0
0
16 May 2025
TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding
TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding
Achintha Wijesinghe
Weiwei Wang
Suchinthaka Wanninayaka
Songyang Zhang
Zhi Ding
63
0
0
16 May 2025
M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object Detection
M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object Detection
Chao Wang
Wei Lu
Xiang Li
Jian Yang
Lei Luo
77
0
0
16 May 2025
Nosy Layers, Noisy Fixes: Tackling DRAs in Federated Learning Systems using Explainable AI
Nosy Layers, Noisy Fixes: Tackling DRAs in Federated Learning Systems using Explainable AI
Meghali Nandi
Arash Shaghaghi
Nazatul Haque Sultan
Gustavo Batista
Raymond K. Zhao
Sanjay Jha
AAML
169
0
0
16 May 2025
WebXAII: an open-source web framework to study human-XAI interaction
WebXAII: an open-source web framework to study human-XAI interaction
Jules Leguy
Pierre-Antoine Jean
Felipe Torres Figueroa
Sébastien Harispe
7
0
0
16 May 2025
X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models
X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models
Valentina Bazyleva
Nicolo Bonettini
Gaurav Bharaj
DiffM
105
0
0
16 May 2025
A Step towards Interpretable Multimodal AI Models with MultiFIX
A Step towards Interpretable Multimodal AI Models with MultiFIX
Mafalda Malafaia
Thalea Schlender
Tanja Alderliesten
Peter A. N. Bosman
60
0
0
16 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning
GeoMM: On Geodesic Perspective for Multi-modal Learning
Shibin Mei
Hang Wang
Bingbing Ni
74
0
0
16 May 2025
Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots
Huiqiao Fu
Haoyu Dong
Wentao Xu
Zhehao Zhou
Guizhou Deng
Kaiqiang Tang
D. Dong
Chunlin Chen
61
0
0
15 May 2025
Predicting Risk of Pulmonary Fibrosis Formation in PASC Patients
Predicting Risk of Pulmonary Fibrosis Formation in PASC Patients
Wanying Dou
Gorkem Durak
Koushik Biswas
Ziliang Hong
Andrea Mia Bejar
...
Mary Salvatore
S. Jambawalikar
Drew Torigian
Jayaram K. Udupa
Ulas Bagci
AI4CE
35
0
0
15 May 2025
Evaluating Model Explanations without Ground Truth
Evaluating Model Explanations without Ground Truth
Kaivalya Rawal
Zihao Fu
Eoin Delaney
Chris Russell
FAttXAI
137
0
0
15 May 2025
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation
Sayed Mehedi Azim
Brian Corbett
Iman Dehzangi
67
0
0
15 May 2025
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
Yikang Wei
68
0
0
15 May 2025
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models
Seongun Kim
Sol A Kim
Geonhyeong Kim
Enver Menadjiev
Chanwoo Lee
Seongwook Chung
Nari Kim
Jaesik Choi
146
0
0
15 May 2025
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
Xiaoyang Yu
Xiaoming Wu
Xin Wang
Dongrun Li
Ming Yang
Peng Cheng
58
0
0
14 May 2025
Explainability Through Human-Centric Design for XAI in Lung Cancer Detection
Explainability Through Human-Centric Design for XAI in Lung Cancer Detection
Amy Rafferty
Rishi Ramaesh
Ajitha Rajan
186
0
0
14 May 2025
Beyond the Black Box: Interpretability of LLMs in Finance
Beyond the Black Box: Interpretability of LLMs in Finance
Hariom Tatsat
Ariye Shater
AIFin
58
0
0
14 May 2025
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
Muzammil Behzad
VLM
76
0
0
14 May 2025
DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images
DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images
Sadman Sakib Alif
Nasim Anzum Promise
Fiaz Al Abid
Aniqua Nusrat Zereen
63
0
0
14 May 2025
Differentiable Channel Selection in Self-Attention For Person Re-Identification
Differentiable Channel Selection in Self-Attention For Person Re-Identification
Yancheng Wang
Nebojsa Jojic
Yingzhen Yang
71
0
0
13 May 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
Xiaoshuo Yan
Zerui Li
Lei Meng
Zhuang Qi
Wei Wu
Zixuan Li
Xiangxu Meng
CMLBDL
60
0
0
13 May 2025
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning
Ruixiao Shi
Fu Feng
Yucheng Xie
Jing Wang
Xin Geng
64
0
0
13 May 2025
Implet: A Post-hoc Subsequence Explainer for Time Series Models
Implet: A Post-hoc Subsequence Explainer for Time Series Models
Fanyu Meng
Ziwen Kan
Shahbaz Rezaei
Z. Kong
Xin Chen
Xin Liu
AI4TS
186
0
0
13 May 2025
Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking
Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking
Yu-Jen Chen
Xueyang Li
Yiyu Shi
T. Ho
57
0
0
13 May 2025
DocVXQA: Context-Aware Visual Explanations for Document Question Answering
DocVXQA: Context-Aware Visual Explanations for Document Question Answering
Mohamed Ali Souibgui
Changkyu Choi
Andrey Barsky
Kangsoo Jung
Ernest Valveny
Dimosthenis Karatzas
140
0
0
12 May 2025
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
Jiangling Zhang
Weijie Zhu
Jirui Huang
Yaxiong Chen
75
0
0
12 May 2025
Feature Visualization in 3D Convolutional Neural Networks
Feature Visualization in 3D Convolutional Neural Networks
Chunpeng Li
Ya-tang Li
FAtt
44
0
0
12 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Yu Qiao
Huy Q. Le
Avi Deb Raha
Phuong-Nam Tran
Apurba Adhikary
Mengchun Zhang
Loc X. Nguyen
Eui-nam Huh
Dusit Niyato
Choong Seon Hong
AI4CE
161
1
0
11 May 2025
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
Payal Varshney
Adriano Lucieri
Christoph Balada
Andreas Dengel
Sheraz Ahmed
DiffM
153
0
0
11 May 2025
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction
Jian Song
Hongruixuan Chen
Naoto Yokoya
60
0
0
11 May 2025
CNN-based Image Models Verify a Hypothesis that The Writers of Cuneiform Texts Improved Their Writing Skills When Studying at the Age of Hittite Empire
CNN-based Image Models Verify a Hypothesis that The Writers of Cuneiform Texts Improved Their Writing Skills When Studying at the Age of Hittite Empire
Daichi Kohmoto
Katsutoshi Fukuda
Daisuke Yoshida
Takafumi Matsui
Sachihiro Omura
176
0
0
11 May 2025
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
Moritz Vandenhirtz
Julia E. Vogt
93
0
0
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See What I Mean? CUE: A Cognitive Model of Understanding Explanations
See What I Mean? CUE: A Cognitive Model of Understanding Explanations
Tobias Labarta
Nhi Hoang
Katharina Weitz
Wojciech Samek
Sebastian Lapuschkin
Leander Weber
7
0
0
09 May 2025
Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena
Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena
Philip Naumann
Jacob R. Kauffmann
G. Montavon
85
0
0
09 May 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
Zhuang Qi
Sijin Zhou
Lei Meng
Han Hu
Han Yu
Xiangxu Meng
FedMLCML
495
1
0
08 May 2025
Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models
Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models
Wei Peng
Kang Liu
Jianchen Hu
Meng Zhang
VLMLM&MA
115
0
0
08 May 2025
ALFEE: Adaptive Large Foundation Model for EEG Representation
ALFEE: Adaptive Large Foundation Model for EEG Representation
Wei Xiong
Junming Lin
Jiangtong Li
Jie Li
Changjun Jiang
107
0
0
07 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability
Liwen Wang
Senmao Li
Fei Yang
Jianye Wang
Ziheng Zhang
Yang Liu
Yijiao Wang
Jian Yang
DiffM
122
1
0
06 May 2025
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
Tasnim Shahriar
41
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0
06 May 2025
Weighted Integrated Gradients for Feature Attribution
Weighted Integrated Gradients for Feature Attribution
Kien Tran Duc Tuan
Tam Nguyen Trong
Son Nguyen Hoang
Khoat Than
Anh Nguyen Duc
FAtt
54
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0
06 May 2025
PointExplainer: Towards Transparent Parkinson's Disease Diagnosis
PointExplainer: Towards Transparent Parkinson's Disease Diagnosis
Xuechao Wang
S. Nõmm
Junqing Huang
Kadri Medijainen
A. Toomela
Michael Ruzhansky
AAMLFAtt
62
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0
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Explainable Face Recognition via Improved Localization
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Rashik Shadman
Daqing Hou
Faraz Hussain
M. G. Sarwar Murshed
CVBMFAtt
64
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Automated ARAT Scoring Using Multimodal Video Analysis, Multi-View Fusion, and Hierarchical Bayesian Models: A Clinician Study
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Tamim Ahmed
Thanassis Rikakis
64
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