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

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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

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Title
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 2 0 0 19 May 2025
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation Sayed Mehedi Azim Brian Corbett Iman Dehzangi 9 0 0 15 May 2025
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 28 0 0 15 May 2025
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition Muzammil Behzad VLM 28 0 0 14 May 2025
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 26 0 0 14 May 2025
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 26 0 0 14 May 2025
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 X. Meng CML BDL 40 0 0 13 May 2025
Implet: A Post-hoc Subsequence Explainer for Time Series Models Fanyu Meng Ziwen Kan Shahbaz Rezaei Z. Kong Xin Chen Xin Liu AI4TS 24 0 0 13 May 2025
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning Ruixiao Shi Fu Feng Yucheng Xie Jing Wang Xin Geng 29 0 0 13 May 2025
Differentiable Channel Selection in Self-Attention For Person Re-Identification Yancheng Wang Nebojsa Jojic Yingzhen Yang 29 0 0 13 May 2025
DocVXQA: Context-Aware Visual Explanations for Document Question Answering Mohamed Ali Souibgui Changkyu Choi Andrey Barsky Kangsoo Jung Ernest Valveny Dimosthenis Karatzas 28 0 0 12 May 2025
Feature Visualization in 3D Convolutional Neural Networks Chunpeng Li Ya-tang Li FAtt 21 0 0 12 May 2025
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction Jian Song Hongruixuan Chen Naoto Yokoya 29 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 Daichi Kohmoto Katsutoshi Fukuda Daisuke Yoshida Takafumi Matsui Sachihiro Omura 28 0 0 11 May 2025
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed DiffM 36 0 0 11 May 2025
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection Moritz Vandenhirtz Julia E. Vogt 38 0 0 09 May 2025
Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena Philip Naumann Jacob R. Kauffmann G. Montavon 29 0 0 09 May 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization Zhuang Qi Sijin Zhou Lei Meng Han Hu Han Yu Xiangxu Meng FedML CML 151 0 0 08 May 2025
ALFEE: Adaptive Large Foundation Model for EEG Representation Wei Xiong Junming Lin Jiangtong Li Jie Li Changjun Jiang 33 0 0 07 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yong-Jin Liu Yijiao Wang Jian Yang DiffM 61 0 0 06 May 2025
PointExplainer: Towards Transparent Parkinson's Disease Diagnosis Xuechao Wang S. Nõmm Junqing Huang Kadri Medijainen A. Toomela Michael Ruzhansky AAML FAtt 26 0 0 04 May 2025
Explainable Face Recognition via Improved Localization Rashik Shadman Daqing Hou Faraz Hussain M. G. Sarwar Murshed CVBM FAtt 28 0 0 04 May 2025
ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability Zhiyu Zhu Jiayu Zhang Zhibo Jin Fang Chen Jianlong Zhou FAtt 24 0 0 03 May 2025
Automated ARAT Scoring Using Multimodal Video Analysis, Multi-View Fusion, and Hierarchical Bayesian Models: A Clinician Study Tamim Ahmed Thanassis Rikakis 31 0 0 03 May 2025
Overview and practical recommendations on using Shapley Values for identifying predictive biomarkers via CATE modeling David Svensson Erik Hermansson N. Nikolaou Konstantinos Sechidis Ilya Lipkovich CML 61 0 0 02 May 2025
Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer Alice Natalina Caragliano Claudia Tacconi Carlo Greco Lorenzo Nibid E. Ippolito Michele Fiore G. Perrone Sara Ramella Paolo Soda V. Guarrasi 28 0 0 02 May 2025
Focus on the Likely: Test-time Instance-based Uncertainty Removal Johannes Schneider 35 0 0 02 May 2025
Optimizing Deep Neural Networks using Safety-Guided Self Compression Mohammad Zbeeb Mariam Salman Mohammad Bazzi Ammar Mohanna 28 0 0 01 May 2025
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification Shamim Rahim Refat Ziyan Shirin Raha Shuvashis Sarker Faika Fairuj Preotee MD. Musfikur Rahman Tashreef Muhammad Mohammad Shafiul Islam MedIm 44 0 0 30 Apr 2025
Simple Visual Artifact Detection in Sora-Generated Videos Misora Sugiyama Hirokatsu Kataoka EGVM 61 0 0 30 Apr 2025
Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series Xuhang Chen Ihsane Olakorede Stefan Yu Bögli Wenhao Xu Erta Beqiri ... Chenyu Tang Zeyu Gao Shuo Gao A. Ercole P. Smielewski OOD 59 0 0 29 Apr 2025
SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses Sahil Sethi Sai Reddy Mansi Sakarvadia Jordan Serotte Darlington Nwaudo Nicholas Maassen Lewis Shi 41 0 0 29 Apr 2025
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks Yangxu Yin H. Chen Yudong Gao Peng Sun Zehan Li Wei Liu AAML 42 0 0 29 Apr 2025
Leveraging Depth Maps and Attention Mechanisms for Enhanced Image Inpainting Jin Hyun Park Harine Choi Praewa Pitiphat 54 0 0 29 Apr 2025
SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface Defects Irina Ruzavina Lisa Sophie Theis Jesse Lemeer Rutger de Groen Leo Ebeling Andrej Hulak Jouaria Ali Guangzhi Tang Rico Mockel 36 0 0 29 Apr 2025
Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets Omid Halimi Milani Amanda Nikho Lauren Mills Marouane Tliba Ahmet Enis Cetin Mohammed H. Elnagar MedIm 38 0 0 29 Apr 2025
Federated Out-of-Distribution Generalization: A Causal Augmentation View Runhui Zhang Sijin Zhou Zhuang Qi OOD FedML 73 1 0 28 Apr 2025
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis Matteo Testi Luca Clissa Matteo Ballabio Salvatore Ricciardi Federico Baldo Emanuele Frontoni S. Moccia Gennario Vessio 74 0 0 28 Apr 2025
GMAR: Gradient-Driven Multi-Head Attention Rollout for Vision Transformer Interpretability Sehyeong Jo Gangjae Jang Haesol Park 32 0 0 28 Apr 2025
Towards Faster and More Compact Foundation Models for Molecular Property Prediction Yasir Ghunaim Andrés Villa Gergo Ignacz Gyorgy Szekely Motasem Alfarra Bernard Ghanem AI4CE 90 0 0 28 Apr 2025
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift Jiamin Chang Yiming Li Hammond Pearce Ruoxi Sun Bo-wen Li Minhui Xue 38 0 0 28 Apr 2025
Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning Shunxin Guo Jiaqi Lv Xin Geng 49 0 0 27 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 59 0 0 27 Apr 2025
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID De-Chun Cheng Lingfeng He N. Wang Dingwen Zhang X. Gao 34 0 0 27 Apr 2025
ODExAI: A Comprehensive Object Detection Explainable AI Evaluation Loc Phuc Truong Nguyen Hung Nguyen Hung Cao 71 0 0 27 Apr 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 39 0 0 25 Apr 2025
Towards a deep learning approach for classifying treatment response in glioblastomas Ana Matoso Catarina Passarinho Marta P. Loureiro José Maria Moreira Patrícia Figueiredo Rita G. Nunes AI4CE 31 0 0 25 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 57 0 0 25 Apr 2025
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Yucheng Wang SSL MedIm 92 0 0 25 Apr 2025
Interpretable Affordance Detection on 3D Point Clouds with Probabilistic Prototypes M. Li Korbinian Franz Rudolf Nils Blank Rudolf Lioutikov 3DPC 36 0 0 25 Apr 2025