Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises Min Hun Lee Yi Jing Choy FAtt 42 4 0 08 May 2023
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models Guoyang Liu Jindi Zhang Antoni B. Chan J. H. Hsiao 90 16 0 05 May 2023
Reduction of Class Activation Uncertainty with Background Information H. M. D. Kabir 83 9 0 05 May 2023
MaskSearch: Querying Image Masks at Scale Dong He Jieyu Zhang Maureen Daum Alexander Ratner Magdalena Balazinska VLM 82 2 0 03 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 85 11 0 03 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang VLM 93 33 0 02 May 2023
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade 60 2 0 30 Apr 2023
Semi-Supervised RF Fingerprinting with Consistency-Based Regularization Weidong Wang Cheng Luo Jiancheng An Lu Gan H. Liao Chau Yuen 39 13 0 28 Apr 2023
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 56 2 0 28 Apr 2023
PhagoStat a scalable and interpretable end to end framework for efficient quantification of cell phagocytosis in neurodegenerative disease studies Mehdi Ounissi Morwena Latouche Daniel Racoceanu 62 2 0 26 Apr 2023
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance Xin-qiu Zhou Dahua Lin Ziyu Jia Jiaping Xiao Chenyu Liu Liming Zhai Yang Liu 21 4 0 26 Apr 2023
Concept-Monitor: Understanding DNN training through individual neurons Mohammad Ali Khan Tuomas P. Oikarinen Tsui-Wei Weng 101 2 0 26 Apr 2023
Class Attention Transfer Based Knowledge Distillation Ziyao Guo Haonan Yan Hui Li Xiao-La Lin 62 69 0 25 Apr 2023
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection Hongyang Jiang Jingqi Huang Chen Tang Xiaoqin Zhang Mengdi Gao Jiang-Dong Liu 72 2 0 25 Apr 2023
SketchXAI: A First Look at Explainability for Human Sketches Zhiyu Qu Yulia Gryaditskaya Ke Li Kaiyue Pang Tao Xiang Yi-Zhe Song 86 8 0 23 Apr 2023
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face Detection Rudresh Dwivedi Ritesh Kumar Deepak Chopra Pranay Kothari Manjot Singh CVBM AAML 82 7 0 23 Apr 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Yanan Wu Songhe Feng Yang Wang 60 11 0 21 Apr 2023
Interpretable and Robust AI in EEG Systems: A Survey Xin-qiu Zhou Chenyu Liu Liming Zhai Ziyu Jia Cuntai Guan Yang Liu AAML 125 22 0 21 Apr 2023
Learning Bottleneck Concepts in Image Classification Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara SSL 108 46 0 20 Apr 2023
Clustered-patch Element Connection for Few-shot Learning Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 63 8 0 20 Apr 2023
Analyzing the Domain Shift Immunity of Deep Homography Estimation Mingzhen Shao Tolga Tasdizen S. Joshi 115 1 0 19 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 93 9 0 18 Apr 2023
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 80 2 0 17 Apr 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 81 12 0 13 Apr 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 108 60 0 13 Apr 2023
ODAM: Gradient-based instance-specific visual explanations for object detection Chenyang Zhao Antoni B. Chan FAtt 58 10 0 13 Apr 2023
Deep state-space modeling for explainable representation, analysis, and generation of professional human poses B. E. Olivas-Padilla Alina Glushkova S. Manitsaris 54 0 0 13 Apr 2023
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging Yuanyuan Wei Roger Tam Xiaoying Tang MedIm 71 12 0 13 Apr 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 32 3 0 12 Apr 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Ran Yi Shouhong Ding Lizhuang Ma OOD 100 47 0 12 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 91 64 0 10 Apr 2023
Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection Boyang Li Yingqian Wang Longguang Wang Fei Zhang Ting-Yuan Liu Zaiping Lin Wei An Yulan Guo 68 20 0 10 Apr 2023
ViT-Calibrator: Decision Stream Calibration for Vision Transformer Lin Chen Zhijie Jia Tian Qiu Lechao Cheng Jie Lei Zunlei Feng Min-Gyoo Song 64 2 0 10 Apr 2023
$$R^{2}$Former: Unified $R$etrieval and $R$eranking Transformer for Place Recognition$ $R^{2}$ Former: Unified $R$ etrieval and $R$ eranking Transformer for Place Recognition Sijie Zhu Linjie Yang Chong Chen M. Shah Xiaohui Shen Heng Wang ViT 69 94 0 06 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation Arvi Jonnarth Yushan Zhang Michael Felsberg 76 0 0 05 Apr 2023
Learning to Compare Longitudinal Images Heejong Kim M. Sabuncu 106 7 0 05 Apr 2023
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes ViT VLM 56 6 0 05 Apr 2023
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Alec Diaz-Arias Dmitriy Shin ViT 55 11 0 04 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation Lu Chen Siyu Lou Keyan Zhang Jin Huang Quanshi Zhang TDI FAtt 91 9 0 04 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 74 9 0 04 Apr 2023
A Brief Review of Explainable Artificial Intelligence in Healthcare Zahra Sadeghi R. Alizadehsani M. Cifci Samina Kausar Rizwan Rehman ... A. Shoeibi H. Moosaei Milan Hladík Saeid Nahavandi P. Pardalos 23 14 0 04 Apr 2023
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying Li Liu Yingqian Wang Ruojing Li Nuo Chen Zaiping Lin Weidong Sheng Shilin Zhou 89 60 0 04 Apr 2023
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust Md Abdul Kadir Fabrizio Nunnari Daniel Sonntag FAtt 118 1 0 03 Apr 2023
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Liang Zhu Yingyue Li Jiemin Fang Yan Liu Hao Xin Wenyu Liu Xinggang Wang ViT 119 30 0 03 Apr 2023
CNNs with Multi-Level Attention for Domain Generalization Aristotelis Ballas Christos Diou OOD 92 6 0 02 Apr 2023
Rethinking interpretation: Input-agnostic saliency mapping of deep visual classifiers Naveed Akhtar M. Jalwana FAtt AAML 70 7 0 31 Mar 2023
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts Dongyoon Han Junsuk Choe Dante Chun John Joon Young Chung Minsuk Chang Sangdoo Yun Jean Y. Song Seong Joon Oh OOD 652 4 1 30 Mar 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 82 0 0 30 Mar 2023
Model-agnostic explainable artificial intelligence for object detection in image data M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari AAML 66 7 0 30 Mar 2023
Masked and Adaptive Transformer for Exemplar Based Image Translation Changlong Jiang Fei Gao Biao Ma Yuhao Lin N. Wang Gang Xu 84 18 0 30 Mar 2023