v1v2v3v4 (latest)

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

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

ArXiv (abs)PDF HTML Github (1561★)

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

50 / 5,286 papers shown

Title
On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving Kaituo Feng Changsheng Li Dongchun Ren Ye Yuan Guoren Wang 106 8 0 02 Mar 2024
ELA: Efficient Local Attention for Deep Convolutional Neural Networks Wei Xu Yi Wan 75 42 0 02 Mar 2024
Hydra: Computer Vision for Data Quality Monitoring Thomas Britton Torri Jeske D. Lawrence Kishansingh Rajput 23 0 0 01 Mar 2024
Multi-Task Learning Using Uncertainty to Weigh Losses for Heterogeneous Face Attribute Estimation Huaqing Yuan Yi He Peng Du Lu Song CVBM 37 0 0 01 Mar 2024
Axe the X in XAI: A Plea for Understandable AI Andrés Páez 91 0 0 01 Mar 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 90 9 0 29 Feb 2024
BigGait: Learning Gait Representation You Want by Large Vision Models Dingqiang Ye Chao Fan Jingzhe Ma Xiaoming Liu Shiqi Yu CVBM SLR 128 22 0 29 Feb 2024
Continuous Sign Language Recognition Based on Motor attention mechanism and frame-level Self-distillation Qidan Zhu Jing Li Fei Yuan Quan Gan SLR 81 3 0 29 Feb 2024
WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concepts Yong Hyun Ahn Hyeon Bae Kim Seong Tae Kim 67 6 0 29 Feb 2024
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation Fahimeh Hosseini Noohdani Parsa Hosseini Aryan Yazdan Parast Hamidreza Yaghoubi Araghi M. Baghshah CoGe OOD 51 9 0 29 Feb 2024
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense Qiao Han yong huang Xinling Guo Yiteng Zhai Yu Qin Yao Yang AAML 107 1 0 29 Feb 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 62 1 0 28 Feb 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis Zhenxiao Cheng Jie Zhou Wen Wu Qin Chen Liang He 68 0 0 28 Feb 2024
Human Shape and Clothing Estimation Aayush Gupta Aditya Gulati Himanshu Lakshya Lnu 3DH 104 0 0 28 Feb 2024
Artificial Intelligence and Diabetes Mellitus: An Inside Look Through the Retina Yasin Sadeghi Bazargani Majid Mirzaei Navid Sobhi M. Abdollahi Ali Jafarizadeh Siamak Pedrammehr R. Alizadehsani R. Tan Sheikh Mohammad Shariful Islam U. R. Acharya 74 5 0 28 Feb 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation Xinyu Yang Hossein Rahmani Sue Black Bryan M. Williams 97 2 0 27 Feb 2024
Vision Transformers with Natural Language Semantics Young-Kyung Kim Matías Di Martino Guillermo Sapiro ViT 58 5 0 27 Feb 2024
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging Meng Lou Hanning Ying Xiaoqing Liu Hong-Yu Zhou Yuqing Zhang Yizhou Yu MedIm 100 11 0 27 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 105 41 0 27 Feb 2024
Saliency-Aware Automatic Buddhas Statue Recognition Yong Qi Fanghan Zhao 30 0 0 26 Feb 2024
Leveraging Pre-trained CNNs for Efficient Feature Extraction in Rice Leaf Disease Classification Md. Shohanur Islam Sobuj Md. Imran Hossen Md. Foysal Mahmud Mahbub Ul Islam Khan 27 2 0 26 Feb 2024
Gradient-Guided Modality Decoupling for Missing-Modality Robustness Hao Wang Shengda Luo Guosheng Hu Jianguo Zhang 88 3 0 26 Feb 2024
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision Yasmine Mustafa Tie-Mei Luo AAML 64 2 0 25 Feb 2024
Explainable Contrastive and Cost-Sensitive Learning for Cervical Cancer Classification Ashfiqun Mustari Rushmia Ahmed Afsara Tasnim Jakia Sultana Juthi G. M. Shahariar 28 2 0 24 Feb 2024
Reward Design for Justifiable Sequential Decision-Making A. Sukovic Goran Radanović 47 0 0 24 Feb 2024
GiMeFive: Towards Interpretable Facial Emotion Classification Jiawen Wang Leah Kawka FAtt CVBM 64 2 0 24 Feb 2024
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm Yanqi Qiao Dazhuang Liu Rui Wang Kaitai Liang AAML 51 1 0 23 Feb 2024
Attention-Guided Masked Autoencoders For Learning Image Representations Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 56 1 0 23 Feb 2024
Mudjacking: Patching Backdoor Vulnerabilities in Foundation Models Hongbin Liu Michael K. Reiter Neil Zhenqiang Gong AAML 101 2 0 22 Feb 2024
Unsupervised Domain Adaptation within Deep Foundation Latent Spaces D. Kangin Plamen Angelov 71 1 0 22 Feb 2024
Reimagining Anomalies: What If Anomalies Were Normal? Philipp Liznerski Saurabh Varshneya Ece Calikus Sophie Fellenz Marius Kloft 80 4 0 22 Feb 2024
The Importance of Architecture Choice in Deep Learning for Climate Applications Simon Dräger Maike Sonnewald AI4CE 77 1 0 21 Feb 2024
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India Rishabh Mondal Zeel B Patel Vannsh Jani Nipun Batra 67 2 0 21 Feb 2024
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness David Fernández Llorca Ronan Hamon Henrik Junklewitz Kathrin Grosse Lars Kunze ... Nick Reed Alexandre Alahi Emilia Gómez Ignacio E. Sánchez Á. Kriston 97 5 0 21 Feb 2024
OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning Jiaqi Ma Vivian Lai Yiming Zhang Chacha Chen Paul Hamilton Davor Ljubenkov Himabindu Lakkaraju Chenhao Tan ELM 42 3 0 20 Feb 2024
VGMShield: Mitigating Misuse of Video Generative Models Yan Pang Yang Zhang Tianhao Wang 109 3 0 20 Feb 2024
Fingerprint Presentation Attack Detector Using Global-Local Model Haozhe Liu Wentian Zhang Feng Liu Haoqian Wu Linlin Shen 91 25 0 20 Feb 2024
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks Truong Thanh Hung Nguyen Tobias Clement Phuc Truong Loc Nguyen Nils Kemmerzell Van Binh Truong V. Nguyen Mohamed Abdelaal Hung Cao VLM 89 10 0 19 Feb 2024
MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data Mafalda Malafaia Thalea Schlender Peter A. N. Bosman Tanja Alderliesten 33 0 0 19 Feb 2024
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target Localization A. Kuriyal Vaibhav Kumar 3DPC 46 1 0 19 Feb 2024
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling Philip Muller Felix Meissen Georgios Kaissis Daniel Rueckert 57 3 0 19 Feb 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 118 0 0 18 Feb 2024
Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry Lars Nieradzik Henrike Stephani Jördis Sieburg-Rockel Stephanie Helmling Andrea Olbrich Janis Keuper FAtt 87 3 0 18 Feb 2024
Primary and Secondary Factor Consistency as Domain Knowledge to Guide Happiness Computing in Online Assessment Xiaohua Wu Lin Li Xiaohui Tao Frank Xing Jingling Yuan 34 0 0 17 Feb 2024
Trust Regions for Explanations via Black-Box Probabilistic Certification Amit Dhurandhar Swagatam Haldar Dennis L. Wei Karthikeyan N. Ramamurthy FAtt 84 3 0 17 Feb 2024
Improving Model's Interpretability and Reliability using Biomarkers Gautam Rajendrakumar Gare Thomas H. Fox Beam Chansangavej Amita Krishnan R. Rodriguez Bennett P deBoisblanc Deva Ramanan J. Galeotti 60 0 0 16 Feb 2024
Fusion of Diffusion Weighted MRI and Clinical Data for Predicting Functional Outcome after Acute Ischemic Stroke with Deep Contrastive Learning Chia-Ling Tsai Hui-Yun Su Shen-Feng Sung Wei-Yang Lin Ying-Ying Su Tzu-Hsien Yang Man-Lin Mai 29 2 0 16 Feb 2024
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images Mobina Mansoori Sajjad Shahabodini J. Abouei Arash Mohammadi Konstantinos N. Plataniotis 45 0 0 16 Feb 2024
Explaining generative diffusion models via visual analysis for interpretable decision-making process Ji-Hoon Park Yeong-Joon Ju Seong-Whan Lee FAtt DiffM 62 15 0 16 Feb 2024
Feature Accentuation: Revealing 'What' Features Respond to in Natural Images Christopher Hamblin Thomas Fel Srijani Saha Talia Konkle George A. Alvarez FAtt 86 3 0 15 Feb 2024