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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
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang Polina Kirichenko Micah Goldblum A. Wilson DRL 78 12 0 28 Nov 2022
Pitfalls of Conditional Batch Normalization for Contextual Multi-Modal Learning Ivaxi Sheth A. Rahman Mohammad Havaei Samira Ebrahimi Kahou 17 1 0 28 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 107 0 0 28 Nov 2022
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 79 2 0 28 Nov 2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 122 153 0 27 Nov 2022
Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification Yuteng Ye Hang Zhou Jiale Cai Chenxing Gao Youjia Zhang Junle Wang Qiang Hu Junqing Yu Wei Yang 64 6 0 27 Nov 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 67 21 0 27 Nov 2022
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation W. Pan Jiangpeng Yan Hanbo Chen Jiawei Yang Zhe Xu Xiu Li Jianhua Yao 55 9 0 26 Nov 2022
Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network Iordanis Fostiropoulos Laurent Itti 80 1 0 26 Nov 2022
Exploring Temporal Information Dynamics in Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Anna Hambitzer Priyadarshini Panda 91 35 0 26 Nov 2022
Interpretability Analysis of Deep Models for COVID-19 Detection Daniel Peixoto Pinto da Silva Edresson Casanova L. Gris A. Júnior Marcelo Finger ... Beatriz Raposo Marcus Martins S. Aluísio L. Berti João Paulo Teixeira 60 3 0 25 Nov 2022
Spatial-Temporal Attention Network for Open-Set Fine-Grained Image Recognition Qiulei Dong Hong Wang Qiulei Dong 3DPC ViT 60 1 0 25 Nov 2022
On Pitfalls of Measuring Occlusion Robustness through Data Distortion Antonia Marcu 61 0 0 24 Nov 2022
Self-supervised vision-language pretraining for Medical visual question answering Pengfei Li Gang Liu Lin Tan Jinying Liao Shenjun Zhong MedIm 66 36 0 24 Nov 2022
Localized Shortcut Removal Nicolas Müller Jochen Jacobs Jennifer Williams Konstantin Böttinger 62 0 0 24 Nov 2022
Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images S. M. Marvasti-Zadeh D. Goodsman Nilanjan Ray Nadir Erbilgin FAtt 117 5 0 23 Nov 2022
Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground Haoxin Li Yuan Liu Hanwang Zhang Boyang Li 75 16 0 23 Nov 2022
Evaluating Feature Attribution Methods for Electrocardiogram J. Suh Jimyeong Kim Euna Jung Wonjong Rhee FAtt 45 2 0 23 Nov 2022
OCTET: Object-aware Counterfactual Explanations Mehdi Zemni Mickaël Chen Éloi Zablocki H. Ben-younes Patrick Pérez Matthieu Cord AAML 104 29 0 22 Nov 2022
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 134 330 0 22 Nov 2022
Explaining Image Classifiers with Multiscale Directional Image Representation Stefan Kolek Robert Windesheim Héctor Andrade-Loarca Gitta Kutyniok Ron Levie 58 5 0 22 Nov 2022
Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections Armin Kirchknopf D. Slijepcevic Ilka Wunderlich Michael Breiter Johannes Traxler Matthias Zeppelzauer FAtt ObjD 72 7 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 126 141 0 22 Nov 2022
Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations Maximilian Dreyer Reduan Achtibat Thomas Wiegand Wojciech Samek Sebastian Lapuschkin 95 21 0 21 Nov 2022
Neural Dependencies Emerging from Learning Massive Categories Ruili Feng Kecheng Zheng Kai Zhu Yujun Shen Jian Zhao Yukun Huang Deli Zhao Jingren Zhou Michael I. Jordan Zhengjun Zha UQCV 28 0 0 21 Nov 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 144 235 0 21 Nov 2022
Unifying Vision-Language Representation Space with Single-tower Transformer Jiho Jang Chaerin Kong D. Jeon Seonhoon Kim Nojun Kwak 113 21 0 21 Nov 2022
Distinctive Self-Similar Object Detection Zeyu Shangguan Bocheng Hu Guohua Dai Yuyu Liu Darun Tang Xingqun Jiang 34 0 0 20 Nov 2022
FAF: A novel multimodal emotion recognition approach integrating face, body and text Zhongyu Fang Aoyun He Qihui Yu Baopeng Gao Weiping Ding Tong Zhang Lei Ma CVBM 41 3 0 20 Nov 2022
Leveraging per Image-Token Consistency for Vision-Language Pre-training Yunhao Gou Tom Ko Hansi Yang James T. Kwok Yu Zhang Mingxuan Wang VLM 78 11 0 20 Nov 2022
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification Wenli Sun Xinyang Jiang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao AAML 93 8 0 20 Nov 2022
Auto-Focus Contrastive Learning for Image Manipulation Detection Wenyan Pan Zhili Zhou Guangcan Liu Teng Huang Hongyang Yan Q. M. Jonathan Wu 56 1 0 20 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set Recognition Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 48 3 0 20 Nov 2022
Concept-based Explanations using Non-negative Concept Activation Vectors and Decision Tree for CNN Models Gayda Mutahar Tim Miller FAtt 51 6 0 19 Nov 2022
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence Hayden Gunraj P. Guerrier Sheldon Fernandez Alexander Wong 54 9 0 18 Nov 2022
Explanation on Pretraining Bias of Finetuned Vision Transformer Bumjin Park Jaesik Choi ViT 65 1 0 18 Nov 2022
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation Ben Dai Xiaotong Shen Lingzhi Chen Chunlin Li Wei Pan FAtt 58 2 0 18 Nov 2022
Contrastive Positive Sample Propagation along the Audio-Visual Event Line Jinxing Zhou Dan Guo Meng Wang 119 54 0 18 Nov 2022
Self-Supervised Visual Representation Learning via Residual Momentum T. Pham Axi Niu Zhang Kang Sultan Rizky Hikmawan Madjid Jiajing Hong Daehyeok Kim Joshua Tian Jin Tee Chang D. Yoo SSL 89 6 0 17 Nov 2022
Data-Centric Debugging: mitigating model failures via targeted data collection Sahil Singla Atoosa Malemir Chegini Mazda Moayeri Soheil Feiz 94 4 0 17 Nov 2022
Brain informed transfer learning for categorizing construction hazards Xiaoshan Zhou P-C. Liao 47 3 0 17 Nov 2022
Towards Good Practices in Evaluating Transfer Adversarial Attacks Zhengyu Zhao Hanwei Zhang Renjue Li R. Sicre Laurent Amsaleg Michael Backes AAML 107 20 0 17 Nov 2022
CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel Agustin Picard Louis Bethune Thibaut Boissin David Vigouroux Julien Colin Rémi Cadène Thomas Serre 103 116 0 17 Nov 2022
ArcAid: Analysis of Archaeological Artifacts using Drawings Offry Hayon Stefan Münger I. Shimshoni A. Tal 66 2 0 17 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Ahmad Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 72 38 0 17 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models JoonHo Lee Gyemin Lee 74 12 0 16 Nov 2022
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 69 9 0 16 Nov 2022
Interpretable Few-shot Learning with Online Attribute Selection M. Zarei Majid Komeili FAtt 100 3 0 16 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning Saba Dadsetan Mohsen Hejrati Shandong Wu Somaye Hashemifar OOD 99 0 0 15 Nov 2022
FlowGrad: Using Motion for Visual Sound Source Localization Rajsuryan Singh Pablo Zinemanas Xavier Serra J. P. Bello Magdalena Fuentes 35 3 0 15 Nov 2022