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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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Deep Learning with Information Fusion and Model Interpretation for Health Monitoring of Fetus based on Long-term Prenatal Electronic Fetal Heart Rate Monitoring Data Zenghui Lin Xintong Liu Nan Wang Ruichen Li Qingao Liu Jingying Ma Liwei Wang Yan Wang Shenda Hong 23 1 0 27 Jan 2024
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DAM: Diffusion Activation Maximization for 3D Global Explanations Hanxiao Tan 58 1 0 26 Jan 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 143 8 0 26 Jan 2024
Understanding Disparities in Post Hoc Machine Learning Explanation Vishwali Mhasawade Salman Rahman Zoe Haskell-Craig R. Chunara 64 5 0 25 Jan 2024
Alleviating Structural Distribution Shift in Graph Anomaly Detection Yuan Gao Xiang Wang Xiangnan He Zhenguang Liu Huamin Feng Yongdong Zhang 84 65 0 25 Jan 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition Sangyu Han Yearim Kim Nojun Kwak AAML 69 2 0 25 Jan 2024
Explaining Image Classifiers Hana Chockler Joseph Y. Halpern FAtt 51 4 0 24 Jan 2024
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XAI for All: Can Large Language Models Simplify Explainable AI? Philip Mavrepis Georgios Makridis G. Fatouros Vasileios Koukos Maria Margarita Separdani D. Kyriazis 112 23 0 23 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 145 22 0 23 Jan 2024
Secure Federated Learning Approaches to Diagnosing COVID-19 Rittika Adhikari Christopher Settles FedML OOD 64 1 0 23 Jan 2024
Feature Denoising Diffusion Model for Blind Image Quality Assessment Xudong Li Jingyuan Zheng Runze Hu Yan Zhang Ke Li ... Xiawu Zheng Yutao Liu Shengchuan Zhang Pingyang Dai Rongrong Ji DiffM 83 4 0 22 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 248 0 0 22 Jan 2024
RTA-Former: Reverse Transformer Attention for Polyp Segmentation Zhikai Li Murong Yi A. Uneri Sihan Niu Craig Jones ViT MedIm 51 1 0 22 Jan 2024
Cloud-based XAI Services for Assessing Open Repository Models Under Adversarial Attacks Zerui Wang Yan Liu AAML 42 2 0 22 Jan 2024
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Visual Imitation Learning with Calibrated Contrastive Representation Yunke Wang Linwei Tao Bo Du Yutian Lin Chang Xu 66 0 0 21 Jan 2024
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images Kuofeng Gao Yang Bai Jindong Gu Shu-Tao Xia Philip Torr Zhifeng Li Wei Liu VLM 84 47 0 20 Jan 2024
Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually Mazal Bethany Brandon Wherry Nishant Vishwamitra Peyman Najafirad DiffM 58 4 0 19 Jan 2024
Interactive Mars Image Content-Based Search with Interpretable Machine Learning Bhavan Kumar Vasu Steven Lu Emily Dunkel K. Wagstaff Kevin Grimes Michael McAuley 42 0 0 19 Jan 2024
Learning to Visually Connect Actions and their Effects Eric Peh Paritosh Parmar Basura Fernando 127 2 0 19 Jan 2024
Exploring Color Invariance through Image-Level Ensemble Learning Yunpeng Gong Jiaquan Li Lifei Chen Min Jiang 94 17 0 19 Jan 2024
Path Choice Matters for Clear Attribution in Path Methods Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 65 1 0 19 Jan 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions Namitha Padmanabhan M. Gwilliam Pulkit Kumar Shishira R. Maiya Max Ehrlich Abhinav Shrivastava 86 2 1 18 Jan 2024
Hacking Predictors Means Hacking Cars: Using Sensitivity Analysis to Identify Trajectory Prediction Vulnerabilities for Autonomous Driving Security Marsalis T. Gibson David Babazadeh Claire Tomlin S. Shankar Sastry AAML 105 0 0 18 Jan 2024
Deep spatial context: when attention-based models meet spatial regression Paulina Tomaszewska El.zbieta Sienkiewicz Mai P. Hoang Przemysław Biecek 48 1 0 18 Jan 2024
CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-Identification Yanwei Zheng Xinpeng Zhao Chuanlin Lan Xiaowei Zhang Bowen Huang Jibin Yang Dongxiao Yu VLM 78 0 0 18 Jan 2024
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection Tobias Clement Truong Thanh Hung Nguyen Mohamed Abdelaal Hung Cao 22 1 0 18 Jan 2024
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting Eloy Reulen S. Mehrkanoon 67 4 0 18 Jan 2024
Hijacking Attacks against Neural Networks by Analyzing Training Data Yunjie Ge Qian Wang Huayang Huang Qi Li Cong Wang Chao Shen Lingchen Zhao Peipei Jiang Zheng Fang Shenyi Zhang 80 0 0 18 Jan 2024
On-Off Pattern Encoding and Path-Count Encoding as Deep Neural Network Representations Euna Jung Jaekeol Choi Eunggu Yun Wonjong Rhee AI4CE 49 0 0 17 Jan 2024
Visual Robotic Manipulation with Depth-Aware Pretraining Wanying Wang Jinming Li Yichen Zhu Zhiyuan Xu Zhengping Che Chaomin Shen Yaxin Peng Dong Liu Feifei Feng Jian Tang MDE 74 4 0 17 Jan 2024
B-Cos Aligned Transformers Learn Human-Interpretable Features Manuel Tran Amal Lahiani Yashin Dicente Cid Melanie Boxberg Peter Lienemann C. Matek S. J. Wagner Fabian J. Theis Eldad Klaiman Tingying Peng MedIm ViT 43 2 0 16 Jan 2024
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Faster ISNet for Background Bias Mitigation on Deep Neural Networks P. R. Bassi S. Decherchi Andrea Cavalli 99 0 0 16 Jan 2024
Transferring Core Knowledge via Learngenes Fu Feng Jing Wang Xin Geng 103 7 0 16 Jan 2024
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 100 3 0 16 Jan 2024
Achieve Fairness without Demographics for Dermatological Disease Diagnosis Ching-Hao Chiu Yu-Jen Chen Yawen Wu Yiyu Shi Tsung-Yi Ho 71 6 0 16 Jan 2024
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Uncovering the Full Potential of Visual Grounding Methods in VQA Daniel Reich Tanja Schultz 95 5 0 15 Jan 2024
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition Hefeng Wu Guangzhi Ye Ziyang Zhou Ling Tian Qing Wang Liang Lin 76 3 0 13 Jan 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 57 2 0 13 Jan 2024
Attention Modules Improve Modern Image-Level Anomaly Detection: A DifferNet Case Study A. Silva Francisco Simões Danny Kowerko Tobias Schlosser Felipe Battisti Veronica Teichrieb 34 1 0 13 Jan 2024
Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test Anna Hedström Leander Weber Sebastian Lapuschkin Marina M.-C. Höhne LRM 88 4 0 12 Jan 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 82 2 0 12 Jan 2024
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI Decoding Xujin Li Wei Wei Shuang Qiu Huiguang He 59 2 0 12 Jan 2024
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Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification Adrian Gheorghiu Iulian-Marius Taiatu Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 79 2 0 11 Jan 2024