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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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Title
Robust Explanation Constraints for Neural Networks Matthew Wicker Juyeon Heo Luca Costabello Adrian Weller FAtt 63 18 0 16 Dec 2022
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Yuqi Lin Minghao Chen Wenxiao Wang Boxi Wu Ke Li Binbin Lin Haifeng Liu Xiaofei He VLM CLIP 149 128 0 16 Dec 2022
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Xialei Liu Jiang-Tian Zhai Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 59 5 0 16 Dec 2022
MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks Letitia Parcalabescu Anette Frank 88 28 0 15 Dec 2022
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 110 12 0 15 Dec 2022
Interpretable ML for Imbalanced Data Damien Dablain C. Bellinger Bartosz Krawczyk D. Aha Nitesh Chawla 76 1 0 15 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration Liqi Yan Qifan Wang Siqi Ma Jingang Wang Changbin (Brad) Yu VOS 71 39 0 15 Dec 2022
Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training Yusuke Akamatsu Yoshifumi Onishi Hitoshi Imaoka Junko Kameyama Hideo Tsurushima 3DH MedIm 61 3 0 15 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 68 3 0 15 Dec 2022
Explainable Machine Learning for Hydrocarbon Prospect Risking Ahmad Mustafa Ghassan AlRegib 54 2 0 15 Dec 2022
Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection John Lambert James Hays 81 29 0 14 Dec 2022
Domain Generalization by Learning and Removing Domain-specific Features Yuzhu Ding Lei Wang Binxin Liang Shuming Liang Yang Wang Fangxiao Chen OOD 95 42 0 14 Dec 2022
Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods Ming-Xiu Jiang Saeed Khorram Li Fuxin FAtt 99 11 0 13 Dec 2022
Adversarial Attacks and Defences for Skin Cancer Classification Vinay Jogani J. Purohit Ishaan Shivhare Samina Attari S. Shrawne AAML MedIm 55 2 0 13 Dec 2022
OAMixer: Object-aware Mixing Layer for Vision Transformers H. Kang Sangwoo Mo Jinwoo Shin VLM 116 4 0 13 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 95 8 0 13 Dec 2022
Object-fabrication Targeted Attack for Object Detection Xuchong Zhang Changfeng Sun Haoliang Han Hang Wang Hongbin Sun Nanning Zheng AAML 45 0 0 13 Dec 2022
Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map P. Zang T. Hormel Jie Wang Yukun Guo Steven T. Bailey C. Flaxel David Huang T. Hwang Yali Jia MedIm 62 8 0 13 Dec 2022
Towards Practical Plug-and-Play Diffusion Models Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 119 17 0 12 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning Nishant Jain Pradeep Shenoy 94 4 0 12 Dec 2022
KonX: Cross-Resolution Image Quality Assessment Oliver Wiedemann Vlad Hosu Shaolin Su Dietmar Saupe 102 10 0 12 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 78 6 0 12 Dec 2022
AI Model Utilization Measurements For Finding Class Encoding Patterns P. Bajcsy Antonio Cardone Chenyi Ling Philippe Dessauw Michael Majurski Timothy Blattner D. Juba Walid Keyrouz 48 0 0 12 Dec 2022
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Zhiheng Li Ivan Evtimov Albert Gordo C. Hazirbas Tal Hassner Cristian Canton Ferrer Chenliang Xu Mark Ibrahim 86 78 0 09 Dec 2022
Finger-NestNet: Interpretable Fingerphoto Verification on Smartphone using Deep Nested Residual Network Raghavendra Ramachandra Hailin Li 28 7 0 09 Dec 2022
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet Yannic Neuhaus Maximilian Augustin Valentyn Boreiko Matthias Hein AAML 134 32 0 09 Dec 2022
AuE-IPA: An AU Engagement Based Infant Pain Assessment Method Mingze Sun Haoxiang Wang W. Yao Jiawang Liu 101 1 0 09 Dec 2022
XRand: Differentially Private Defense against Explanation-Guided Attacks Truc D. T. Nguyen Phung Lai Nhathai Phan My T. Thai AAML SILM 92 16 0 08 Dec 2022
Fruit Quality Assessment with Densely Connected Convolutional Neural Network Md. Samin Morshed Sabbir Ahmed Tasnim Ahmed Muhammad Usama Islam A. A. Ashikur Rahman 45 15 0 08 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation Hao Li Yizhi Zhang Junzhe Zhu Shaoxiong Wang Michelle A. Lee Huazhe Xu Edward H. Adelson Li Fei-Fei Ruohan Gao Jiajun Wu 67 64 0 07 Dec 2022
Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations Yuying Zhao Yu Wang Hanyu Wang FaML 88 16 0 07 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 63 9 0 07 Dec 2022
Face Forgery Detection Based on Facial Region Displacement Trajectory Series Yuyang Sun Zhiyong Zhang Isao Echizen H. Nguyen Changzhen Qiu Lu Sun CVBM 59 13 0 07 Dec 2022
Cyclically Disentangled Feature Translation for Face Anti-spoofing Haixiao Yue Keyao Wang Guosheng Zhang Haocheng Feng Junyu Han Errui Ding Jingdong Wang CVBM 67 21 0 07 Dec 2022
Towards Better User Requirements: How to Involve Human Participants in XAI Research Thu Nguyen Jichen Zhu 48 3 0 06 Dec 2022
Objects as Spatio-Temporal 2.5D points Paridhi Singh Gaurav Singh Arun C. S. Kumar 3DPC 52 0 0 06 Dec 2022
Leveraging Large-scale Multimedia Datasets to Refine Content Moderation Models Ioannis Sarridis C. Koutlis Olga Papadopoulou Symeon Papadopoulos 38 6 0 01 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 129 57 0 01 Dec 2022
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 69 14 0 01 Dec 2022
Implicit Mixture of Interpretable Experts for Global and Local Interpretability N. Elazar Kerry Taylor MoE 57 0 0 01 Dec 2022
ResNet Structure Simplification with the Convolutional Kernel Redundancy Measure Hongzhi Zhu R. Rohling Septimiu Salcudean 23 0 0 01 Dec 2022
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification Huinmin Lu Xuezhang Zou Pingping Zhang 107 104 0 01 Dec 2022
Experimental Observations of the Topology of Convolutional Neural Network Activations Emilie Purvine Davis Brown Brett Jefferson C. Joslyn Brenda Praggastis Archit Rathore Madelyn Shapiro Bei Wang Youjia Zhou AI4CE 102 12 0 01 Dec 2022
Self-Emphasizing Network for Continuous Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 90 57 0 30 Nov 2022
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications N. Ranasinghe A. Ramanan S. Fernando P. N. Hameed D. Herath T. Malepathirana P. Suganthan M. Niranjan Saman K. Halgamuge 31 2 0 30 Nov 2022
Identification of Rare Cortical Folding Patterns using Unsupervised Deep Learning Louise Guillon J. Chavas Audrey Bénézit M. Moutard D. Rivière J. F. Mangin 28 7 0 29 Nov 2022
Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss Chu-Chun Chuang Chien-Yi Wang S. Lai CVBM 75 4 0 29 Nov 2022
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning Eldor Abdukhamidov Mohammed Abuhamad Simon S. Woo Eric Chan-Tin Tamer Abuhmed AAML 63 9 0 29 Nov 2022
Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT Jacopo Teneggi Paul H. Yi Jeremias Sulam 79 4 0 29 Nov 2022