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 / 5,305 papers shown

Title
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees Johanna Vielhaben Stefan Blücher Nils Strodthoff 81 42 0 27 Jan 2023
Policy-Value Alignment and Robustness in Search-based Multi-Agent Learning Niko A. Grupen M. Hanlon Alexis Hao Daniel D. Lee B. Selman 53 0 0 27 Jan 2023
CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification Tianyi Zhang Zhiling Yan Chun Xing Li Nan Ying Y. Lei Yun Feng Yu Zhao Guanglei Zhang 57 2 0 27 Jan 2023
Attacking Important Pixels for Anchor-free Detectors Yunxu Xie Shu Hu Xin Wang Quanyu Liao Bin Zhu Xi Wu Siwei Lyu ObjD AAML 80 2 0 26 Jan 2023
Certified Interpretability Robustness for Class Activation Mapping Alex Gu Tsui-Wei Weng Pin-Yu Chen Sijia Liu Lucani E. Daniel AAML 56 2 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Distilling Cognitive Backdoor Patterns within an Image Hanxun Huang Xingjun Ma S. Erfani James Bailey AAML 119 26 0 26 Jan 2023
Explainable AI does not provide the explanations end-users are asking for Savio Rozario G. Cevora XAI 63 1 0 25 Jan 2023
Explaining Deep Learning Hidden Neuron Activations using Concept Induction Abhilekha Dalal Md Kamruzzaman Sarker Adrita Barua Pascal Hitzler FAtt 24 2 0 23 Jan 2023
Apples and Oranges? Assessing Image Quality over Content Recognition Junyong You Zheng Zhang 41 0 0 22 Jan 2023
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks Tehseen Zia Zeeshan Nisar Shakeeb Murtaza GAN MedIm 57 0 0 21 Jan 2023
A Trustworthiness Score to Evaluate DNN Predictions Abanoub Ghobrial Darryl Hond Hamid Asgari Kerstin Eder 68 2 0 21 Jan 2023
Holistically Explainable Vision Transformers Moritz D Boehle Mario Fritz Bernt Schiele ViT 95 9 0 20 Jan 2023
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification Jinbao Zhang Xuan Zhang Lei Jiao Ole-Christoffer Granmo Yongjun Qian Fan Pan 33 3 0 20 Jan 2023
Spatial Steerability of GANs via Self-Supervision from Discriminator Jianyuan Wang Lalit Bhagat Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou 108 1 0 20 Jan 2023
AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation Bjorn Deiseroth Mayukh Deb Samuel Weinbach Manuel Brack P. Schramowski Kristian Kersting 66 26 0 19 Jan 2023
Interpreting CNN Predictions using Conditional Generative Adversarial Networks Akash Guna Raul Benitez Sikha GAN 43 5 0 19 Jan 2023
Towards Rigorous Understanding of Neural Networks via Semantics-preserving Transformations Maximilian Schlüter Gerrit Nolte Alnis Murtovi Bernhard Steffen 71 6 0 19 Jan 2023
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions Julia El Zini Mohamad Mansour M. Awad 61 1 0 19 Jan 2023
Masked Autoencoding Does Not Help Natural Language Supervision at Scale Floris Weers Vaishaal Shankar Angelos Katharopoulos Yinfei Yang Tom Gunter CLIP 54 5 0 19 Jan 2023
TAME: Attention Mechanism Based Feature Fusion for Generating Explanation Maps of Convolutional Neural Networks Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt 38 9 0 18 Jan 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 151 114 0 18 Jan 2023
Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study Sajith Rajapaksa Jean M. Uwabeza Vianney Renell Castro Farzad Khalvati Shubhra Aich LM&MA 38 1 0 17 Jan 2023
Opti-CAM: Optimizing saliency maps for interpretability Hanwei Zhang Felipe Torres R. Sicre Yannis Avrithis Stéphane Ayache 112 27 0 17 Jan 2023
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images Parsa Delavari Gulcenur Ozturan Özgür Yilmaz Ipek Oruc 29 0 0 17 Jan 2023
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense Shuyang Cheng Guanhong Tao Yingqi Liu Shengwei An Xiangzhe Xu ... Guangyu Shen Kaiyuan Zhang Qiuling Xu Shiqing Ma Xiangyu Zhang AAML 91 17 0 16 Jan 2023
CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan 77 3 0 15 Jan 2023
MN-Pair Contrastive Damage Representation and Clustering for Prognostic Explanation Takato Yasuno Masahiro Okano Junichiro Fujii 75 2 0 15 Jan 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 64 7 0 15 Jan 2023
Modulation spectral features for speech emotion recognition using deep neural networks Premjeet Singh Md. Sahidullah G. Saha 55 49 0 14 Jan 2023
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation Carolina Gonçalves J. Lopes S. Moccia Daniele Berardini Lucia Migliorelli C. Santos 51 11 0 13 Jan 2023
Towards Single Camera Human 3D-Kinematics Marian Bittner Wei-Tse Yang Xucong Zhang A. Seth Jan van Gemert F. Helm 3DH 84 17 0 13 Jan 2023
Towards Reconciling Usability and Usefulness of Explainable AI Methodologies Pradyumna Tambwekar Matthew C. Gombolay 66 8 0 13 Jan 2023
Hierarchical Dynamic Masks for Visual Explanation of Neural Networks Yitao Peng Longzhen Yang Yihang Liu Lianghua He FAtt 62 4 0 12 Jan 2023
Online Hyperparameter Optimization for Class-Incremental Learning Yaoyao Liu Yingying Li Bernt Schiele Qianru Sun CLL 72 33 0 11 Jan 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 99 8 0 11 Jan 2023
Explaining Deep Models through Forgettable Learning Dynamics Ryan Benkert Oluwaseun Joseph Aribido Ghassan AlRegib FAtt 56 9 0 10 Jan 2023
Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 95 19 0 10 Jan 2023
Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle Ryosuke Hyodo Susumu Saito Teppei Nakano Makoto Akabane Ryoichi Kasuga Tetsuji Ogawa 28 1 0 10 Jan 2023
HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition Xiang Wang Shiwei Zhang Zhiwu Qing Zhe Zuo Changxin Gao Rong Jin Nong Sang 103 26 0 09 Jan 2023
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation Ji-Hoon Bae K. Hwang Sunghoon Im MDE 124 8 0 09 Jan 2023
MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope Jingwei Zhang Farzan Farnia UQCV 69 4 0 08 Jan 2023
Learning Support and Trivial Prototypes for Interpretable Image Classification Chong Wang Yuyuan Liu Yuanhong Chen Fengbei Liu Yu Tian Davis J. McCarthy Helen Frazer G. Carneiro 122 26 0 08 Jan 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer Pushpak Pati Guillaume Jaume Zeineb Ayadi Kevin Thandiackal Behzad Bozorgtabar M. Gabrani O. Goksel 70 19 0 07 Jan 2023
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching Fang Wu Siyuan Li Xurui Jin Yinghui Jiang Dragomir R. Radev Z. Niu Stan Z. Li 78 11 0 07 Jan 2023
Valid P-Value for Deep Learning-Driven Salient Region Daiki Miwa Vo Nguyen Le Duy I. Takeuchi FAtt AAML 66 16 0 06 Jan 2023
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset Kyoka Yoshiok Kensuke Tanioka S. Hiwa Tomoyuki Hiroyasu 27 4 0 06 Jan 2023
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection Usman Muhammad Jorma T. Laaksonen D. Beddiar Mourad Oussalah AAML CVBM 72 9 0 05 Jan 2023
Semantic match: Debugging feature attribution methods in XAI for healthcare Giovanni Cina Tabea E. Rober Rob Goedhart cS. .Ilker Birbil 76 4 0 05 Jan 2023
PEAK: Explainable Privacy Assistant through Automated Knowledge Extraction Gonul Ayci Arzucan Özgür Murat cSensoy P. Yolum 83 1 0 05 Jan 2023