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 / 5,297 papers shown

Title
Towards a Novel Measure of User Trust in XAI Systems Miquel Miró-Nicolau Gabriel Moyà Alcover Antoni Jaume-i-Capó Manuel González Hidalgo Adel Ghazel Maria Gemma Sempere Campello Juan Antonio Palmer Sancho 55 0 0 09 May 2024
EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning Jingfeng Yao Xinggang Wang Yuehao Song Huangxuan Zhao Jun Ma Yajie Chen Wenyu Liu Bo Wang ViT 82 6 0 08 May 2024
Mitigating Bias Using Model-Agnostic Data Attribution Sander De Coninck Wei-Cheng Wang Sam Leroux Pieter Simoens 59 2 0 08 May 2024
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution Shuo Shao Yiming Li Hongwei Yao Yiling He Zhan Qin Kui Ren 94 18 0 08 May 2024
Bridging the Gap Between Saliency Prediction and Image Quality Assessment Kirillov Alexey Andrey Moskalenko D. Vatolin 72 0 0 08 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 98 34 0 07 May 2024
Molecular Identification via Molecular Fingerprint extraction from Atomic Force Microscopy images Manuel González Lastre Pablo Pou Miguel Wiche Daniel Ebeling A. Schirmeisen Rubén Pérez 36 2 0 07 May 2024
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning Xiaoyang Xu Mengda Yang Wenzhe Yi Ziang Li Juan Wang Hongxin Hu Yong Zhuang Yaxin Liu AAML 63 4 0 07 May 2024
Feature Map Convergence Evaluation for Functional Module Ludan Zhang Chaoyi Chen Lei He Keqiang Li 58 3 0 07 May 2024
Direct learning of home vector direction for insect-inspired robot navigation Michiel Firlefyn J. Hagenaars Guido de Croon SSL 54 1 0 06 May 2024
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series Ziquan Deng Xiwei Xuan Kwan-Liu Ma Zhaodan Kong AI4TS 64 0 0 06 May 2024
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 Zhusi Zhong Jie Li Zhuoqi Ma Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Xinbo Gao Michael Atalay Zhicheng Jiao 42 0 0 05 May 2024
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning F. Sarfraz Bahram Zonooz Elahe Arani CLL 72 3 0 04 May 2024
Explainable Interface for Human-Autonomy Teaming: A Survey Xiangqi Kong Yang Xing Antonios Tsourdos Ziyue Wang Weisi Guo Adolfo Perrusquía Andreas Wikander 76 4 0 04 May 2024
A Fresh Look at Sanity Checks for Saliency Maps Anna Hedström Leander Weber Sebastian Lapuschkin Marina M.-C. Höhne FAtt LRM 100 7 0 03 May 2024
Improving Concept Alignment in Vision-Language Concept Bottleneck Models Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot VLM 114 0 0 03 May 2024
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time Shengyao Lu Bang Liu Keith G. Mills Jiao He Di Niu 193 3 0 02 May 2024
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis Diogo J. Araújo M. R. Verdelho Alceu Bissoto Jacinto C. Nascimento Carlos Santiago Catarina Barata 62 1 0 02 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 95 10 0 02 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy Hoang-Quan Nguyen Thanh-Dat Truong Khoa Luu 89 1 0 02 May 2024
Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods Peiyu Yang Naveed Akhtar Jiantong Jiang Ajmal Mian XAI 68 2 0 02 May 2024
Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance Param S. Rajpura H. Cecotti Y. Meena 83 0 0 02 May 2024
Towards Optimising EEG Decoding using Post-hoc Explanations and Domain Knowledge Param S. Rajpura Y. Meena 87 0 0 02 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 72 1 0 02 May 2024
Feature-Aware Noise Contrastive Learning for Unsupervised Red Panda Re-Identification Jincheng Zhang Qijun Zhao Tie Liu 86 1 0 01 May 2024
Let's Focus: Focused Backdoor Attack against Federated Transfer Learning Marco Arazzi Stefanos Koffas Antonino Nocera S. Picek AAML FedML 70 4 0 30 Apr 2024
Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs Soham Mitra Atri Sukul Swalpa Kumar Roy Pravendra Singh Vinay Kumar Verma AAML FAtt 55 0 0 30 Apr 2024
Statistics and explainability: a fruitful alliance Valentina Ghidini 51 0 0 30 Apr 2024
Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair Jeonghoon Park Chaeyeon Chung Juyoung Lee Jaegul Choo 63 3 0 30 Apr 2024
Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAM Navid Rajabi Jana Kosecka 67 1 0 29 Apr 2024
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Alexis Guichemerre Soufiane Belharbi Tsiry Mayet Shakeeb Murtaza Pourya Shamsolmoali Luke McCaffrey Eric Granger OOD 77 3 0 29 Apr 2024
Longitudinal Mammogram Risk Prediction Batuhan K. Karaman Katerina Dodelzon Gozde B. Akar M. Sabuncu AI4CE 26 0 0 29 Apr 2024
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection K. Tsigos Evlampios Apostolidis Spyridon Baxevanakis Symeon Papadopoulos Vasileios Mezaris AAML 63 9 0 29 Apr 2024
Feature importance to explain multimodal prediction models. A clinical use case Jorn-Jan van de Beld Shreyasi Pathak J. Geerdink J. H. Hegeman Christin Seifert FAtt 49 0 0 29 Apr 2024
Post-hoc and manifold explanations analysis of facial expression data based on deep learning Yang Xiao 60 0 0 29 Apr 2024
Position: Do Not Explain Vision Models Without Context Paulina Tomaszewska Przemysław Biecek 66 1 0 28 Apr 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 86 8 0 27 Apr 2024
ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing Zhongze Wang Haitao Zhao Jingchao Peng Lujian Yao Kaijie Zhao 78 9 0 27 Apr 2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics Francesco Prinzi C. Militello Calogero Zarcaro T. Bartolotta Salvatore Gaglio Salvatore Vitabile 43 2 0 26 Apr 2024
On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System Mohamed Roshdi Julian Petzold Mostafa Wahby Hussein Ebrahim Mladen Berekovic Heiko Hamann 60 0 0 26 Apr 2024
LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks Vanesa Gómez-Martínez F. J. Lara-Abelenda Pablo Peiro-Corbacho David Chushig-Muzo C. Granja C. Soguero-Ruíz LMTD 64 2 0 26 Apr 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang 64 3 0 26 Apr 2024
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples Kuofeng Gao Jindong Gu Yang Bai Shu-Tao Xia Philip Torr Wei Liu Zhifeng Li 127 13 0 25 Apr 2024
Cross-Domain Spatial Matching for Camera and Radar Sensor Data Fusion in Autonomous Vehicle Perception System Daniel Dworak M. Komorkiewicz P. Skruch Jerzy Baranowski 60 1 0 25 Apr 2024
A Deep Learning-Driven Pipeline for Differentiating Hypertrophic Cardiomyopathy from Cardiac Amyloidosis Using 2D Multi-View Echocardiography Bo Peng Xiaofeng Li Xinyu Li Zhenghan Wang Hui Deng Xiaoxian Luo Lixue Yin Hongme Zhang 31 3 0 25 Apr 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models G. Guo Lifu Deng A. Tandon Alex Endert Bum Chul Kwon 78 2 0 24 Apr 2024
Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation Zhaoyang Chu Yao Wan Qian Li Yang Wu Hongyu Zhang Yulei Sui Guandong Xu Hai Jin AAML 103 12 0 24 Apr 2024
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception Vidit Khazanchi Pavan Kulkarni Yuvaraj Govindarajulu Manojkumar Somabhai Parmar AAML 60 1 0 24 Apr 2024
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments Md. Shajalal Alexander Boden Gunnar Stevens Delong Du Dean-Robin Kern 65 0 0 23 Apr 2024
A Learning Paradigm for Interpretable Gradients Felipe Figueroa Hanwei Zhang R. Sicre Yannis Avrithis Stéphane Ayache FAtt 53 0 0 23 Apr 2024