Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
The Road Less Traveled: Investigating Robustness and Explainability in CNN Malware Detection Matteo Brosolo Vinod Puthuvath Mauro Conti AAML 72 0 0 03 Mar 2025
Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification Seunghun Baek Injun Choi Mustafa Dere Minjeong Kim Guorong Wu Won Hwa Kim 142 3 0 03 Mar 2025
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable? Maxime Méloux Silviu Maniu François Portet Maxime Peyrard 112 1 0 28 Feb 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 89 0 0 28 Feb 2025
Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models Itay Benou Tammy Riklin-Raviv 170 1 0 27 Feb 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 278 1 0 25 Feb 2025
Weakly Supervised Pixel-Level Annotation with Visual Interpretability Basma Nasir Tehseen Zia Muhammad Nawaz Catarina Moreira FAtt 170 0 0 25 Feb 2025
TagGAN: A Generative Model for Data Tagging Muhammad Nawaz Basma Nasir Tehseen Zia Zawar Hussain Catarina Moreira GAN MedIm 74 0 0 25 Feb 2025
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification Guillaume Jeanneret Loïc Simon F. Jurie ViT 158 0 0 24 Feb 2025
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations Laurin Lux Alexander H. Berger Maria Romeo Tricas Alaa E. Fayed Siyang Song Linus Kreitner Jonas Weidner Fernando Navarro Daniel Rueckert Johannes C. Paetzold 86 2 0 23 Feb 2025
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps Hongjie Zhu Zeyu Zhang Guansong Pang X. Wang Shimin Wen Yu Bai Daji Ergu Ying Cai Yang Zhao 98 3 0 21 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 149 0 0 04 Feb 2025
Temporal-consistent CAMs for Weakly Supervised Video Segmentation in Waste Sorting Andrea Marelli Luca Magri F. Arrigoni Giacomo Boracchi 60 0 0 03 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Yanzhe Zhang Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 105 0 0 03 Feb 2025
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis Haowen Bai Zixiang Zhao Jiangshe Zhang Baisong Jiang Lilun Deng Yukun Cui Shuang Xu Chunxia Zhang 146 4 0 03 Feb 2025
P-TAME: Explain Any Image Classifier with Trained Perturbations Mariano V. Ntrougkas Vasileios Mezaris Ioannis Patras AAML FAtt 66 0 0 29 Jan 2025
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation Xiaochuan Ma Jia Fu Wenjun Liao Shichuan Zhang Guotai Wang 52 0 0 28 Jan 2025
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 237 5 0 28 Jan 2025
Auto-Prompting SAM for Weakly Supervised Landslide Extraction Jian Wang Xiaokang Zhang Xianping Ma Weikang Yu Pedram Ghamisi 98 3 0 23 Jan 2025
TeD-Loc: Text Distillation for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Eric Granger WSOL VLM 145 2 0 22 Jan 2025
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling Hu Cui Renjing Huang Ruoyu Zhang Tessai Hayama 88 1 0 21 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 111 0 0 20 Jan 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 259 2 0 20 Jan 2025
FaceOracle: Chat with a Face Image Oracle Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 78 0 0 13 Jan 2025
COMIX: Compositional Explanations using Prototypes S. Sivaprasad D. Kangin Plamen Angelov Mario Fritz 434 0 0 10 Jan 2025
CAMs as Shapley Value-based Explainers Huaiguang Cai FAtt 90 1 0 09 Jan 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 177 1 0 31 Dec 2024
Accurate Explanation Model for Image Classifiers using Class Association Embedding Ruitao Xie Jingbang Chen Limai Jiang Rui Xiao Yi-Lun Pan Yunpeng Cai 242 5 0 31 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Jing Liu N. Shah Ping Chen 157 6 0 18 Dec 2024
Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images Pau Cano Eva Musulen Debora Gil 92 0 0 18 Dec 2024
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation Jinghan Sun Dong-mei Wei Zhe Xu Donghuan Lu Hong Liu Hong Wang Sotirios A. Tsaftaris Jingyu Sun Yefeng Zheng Liansheng Wang MedIm 162 0 0 18 Dec 2024
Detecting Machine-Generated Music with Explainability -- A Challenge and Early Benchmarks Yupei Li Qiyang Sun Hanqian Li Lucia Specia Björn Schuller 129 4 0 18 Dec 2024
Exploring More from Multiple Gait Modalities for Human Identification Dongyang Jin Chao Fan Weihua Chen Shiqi Yu CVBM 120 4 0 16 Dec 2024
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing Maria Efimovich Jayden Lim Vedant Mehta Ethan Poon 105 0 0 16 Dec 2024
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 123 4 0 15 Dec 2024
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation Hao Zhu Yan Zhu Jiayu Xiao Tianxiang Xiao Yike Ma Yucheng Zhang Feng Dai 137 1 0 05 Dec 2024
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 160 6 0 04 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan Shijie Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 170 22 0 03 Dec 2024
Integrative CAM: Adaptive Layer Fusion for Comprehensive Interpretation of CNNs Aniket K. Singh Debasis Chaudhuri Manish P. Singh Samiran Chattopadhyay 114 0 0 02 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models Yi Liao Yongsheng Gao Weichuan Zhang 105 0 0 02 Dec 2024
Explaining Object Detectors via Collective Contribution of Pixels Toshinori Yamauchi Hiroshi Kera K. Kawamoto ObjD FAtt 113 1 0 01 Dec 2024
An End-to-End Two-Stream Network Based on RGB Flow and Representation Flow for Human Action Recognition Song-Jiang Lai Tsun-hin Cheung Ka-Chun Fung Tian-Shan Liu K. Lam 113 0 0 27 Nov 2024
Neural Networks Use Distance Metrics Alan Oursland 79 0 0 26 Nov 2024
Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data Generation Minh-Tuan Tran Trung Le Xuan-May Le Jianfei Cai Mehrtash Harandi Dinh Q. Phung 147 2 0 26 Nov 2024
Multitask Learning for SAR Ship Detection with Gaussian-Mask Joint Segmentation Ming Zhao Xin Zhang Andre Kaup 151 15 0 21 Nov 2024
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu Chong Chen Chia-Ling Tsai 109 1 0 19 Nov 2024
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements M. Arda Aydın Efe Mert Çırpar Elvin Abdinli Gözde B. Ünal Y. Sahin VLM 291 1 0 18 Nov 2024
Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection Wentao Bao Keqin Li Yuxiao Chen Deep Patel Martin Renqiang Min Yu Kong VLM ObjD 96 2 0 17 Nov 2024
Explainable Artificial Intelligence for Medical Applications: A Review Qiyang Sun Alican Akman Björn Schuller 148 10 0 15 Nov 2024
Leveraging Auxiliary Classification for Rib Fracture Segmentation Harini G. Aiman Farooq Deepak Mishra 68 1 0 14 Nov 2024