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检索条件"任意字段=IEEE-Computer-Society Conference on Computer Vision and Pattern Recognition Workshops"
8947 条 记 录,以下是381-390 订阅
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Doubling down: sparse grounding with an additional, almost-matching caption for detection-oriented multimodal pretraining
Doubling down: sparse grounding with an additional, almost-m...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Nebbia, Giacomo Kovashka, Adriana Univ Pittsburgh Pittsburgh PA 15260 USA
A common paradigm in deep learning applications for computer vision is self-supervised pretraining followed by supervised fine-tuning on a target task. In the self-supervision step, a model is trained in a supervised ... 详细信息
来源: 评论
Doppelganger Saliency: Towards More Ethical Person Re-Identification
Doppelganger Saliency: Towards More Ethical Person Re-Identi...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: RichardWebster, Brandon Hu, Brian Fieldhouse, Keith Hoogs, Anthony Kitware Inc 1712 Route 9Suite 300 Clifton Pk NY 12065 USA
Modern surveillance systems have become increasingly dependent on artificial intelligence to provide actionable information for real-time decision making. A critical question relates to how these systems handle diffic... 详细信息
来源: 评论
Exploring Robustness Connection between Artificial and Natural Adversarial Examples
Exploring Robustness Connection between Artificial and Natur...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Agarwal, Akshay Ratha, Nalini Vatsa, Mayank Singh, Richa Buffalo Buffalo NY 14260 USA IIT Jodhpur Jodhpur Rajasthan India
Although recent deep neural network algorithm has shown tremendous success in several computer vision tasks, their vulnerability against minute adversarial perturbations has raised a serious concern. In the early days... 详细信息
来源: 评论
MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients
MPAF: Model Poisoning Attacks to Federated Learning based on...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Cao, Xiaoyu Gong, Neil Zhenqiang Duke Univ Durham NC 27706 USA
Existing model poisoning attacks to federated learning assume that an attacker has access to a large fraction of compromised genuine clients. However, such assumption is not realistic in production federated learning ... 详细信息
来源: 评论
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning
Adaptive Differential Filters for Fast and Communication-Eff...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Becking, Daniel Kirchhoffer, Heiner Tech, Gerhard Haase, Paul Mueller, Karsten Schwarz, Heiko Samek, Wojciech Fraunhofer Heinrich Hertz Inst HHI Berlin Germany
Federated learning (FL) scenarios inherently generate a large communication overhead by frequently transmitting neural network updates between clients and server. To minimize the communication cost, introducing sparsi... 详细信息
来源: 评论
Remote Estimation of Continuous Blood Pressure by a Convolutional Neural Network Trained on Spatial patterns of Facial Pulse Waves
Remote Estimation of Continuous Blood Pressure by a Convolut...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Iuchi, Kaito Miyazaki, Ryogo Cardoso, George C. Ogawa-Ochiai, Keiko Tsumura, Norimichi Chiba Univ Grad Sch Sci & Engn Dept Imaging Sci Chiba Japan Univ Sao Paulo Phys Dept FFCLRP Sao Paulo Brazil Hiroshima Univ Hosp Dept Gen Med Hiroshima Japan
We propose a remote method to estimate continuous blood pressure based on spatial information of a pulse wave at a single point in time. By setting regions of interest to cover a face in a mutually exclusive and colle... 详细信息
来源: 评论
Thermal Image Super-Resolution Challenge Results - PBVS 2022
Thermal Image Super-Resolution Challenge Results - PBVS 2022
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Rivadeneira, Rafael E. Sappa, Angel D. Vintimilla, Boris X. Kim, Jin Kim, Dogun Li, Zhihao Jian, Yingchun Yan, Bo Cao, Leilei Qi, Fengliang Wang, Hongbin Wu, Rongyuan Sun, Lingchen Zhao, Yongqiang Li, Lin Wang, Kai Wang, Yicheng Zhang, Xuanming Wei, Huiyuan Lv, Chonghua Sun, Qigong Tian, Xiaolin Jia, Zhuang Hu, Jiakui Wang, Chenyang Zhong, Zhiwei Liu, Xianming Jiang, Junjun Escuela Super Politecn Litoral ESPOL Guayaquil Ecuador Comp Vision Ctr Campus UAB Bellaterra 08193 Spain
This paper presents results from the third Thermal Image Super-Resolution (TISR) challenge organized in the Perception Beyond the Visible Spectrum (PBVS) 2022 workshop. The challenge uses the same thermal image datase... 详细信息
来源: 评论
Multi-modal Aerial View Object Classification Challenge Results - PBVS 2022
Multi-modal Aerial View Object Classification Challenge Resu...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Low, Spencer Nina, Oliver Sappa, Angel D. Blasch, Erik Brigham Young Univ Provo UT 84602 USA Air Force Res Lab Dayton OH USA ESPOL Polytech Univ Ecuador Comp Vision Ctr Guayaquil Ecuador Air Force Off Sci Res Arlington VA USA
This paper details the results and main findings of the second iteration of the Multi-modal Aerial View Object Classification (MAVOC) challenge. The primary goal of both MAVOC challenges is to inspire research into me... 详细信息
来源: 评论
ConvMLP: Hierarchical Convolutional MLPs for vision
ConvMLP: Hierarchical Convolutional MLPs for Vision
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Li, Jiachen Hassani, Ali Walton, Steven Shi, Humphrey SHI Lab University of Oregon UIUC United States
MLP-based architectures, which consist of a sequence of consecutive multi-layer perceptron blocks, have recently been found to reach comparable results to convolutional and transformer-based methods on image classific... 详细信息
来源: 评论
VISTA: vision Transformer enhanced by U-Net and Image Colorfulness Frame Filtration for Automatic Retail Checkout
VISTA: Vision Transformer enhanced by U-Net and Image Colorf...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Shihab, Md Istiak Hossain Tasnim, Nazia Zunair, Hasib Rupty, Labiba Kanij Mohammed, Nabeel Shahjalal Univ Sci & Technol Sylhet Bangladesh Giga Tech Ltd Dhaka Bangladesh Concordia Univ Montreal PQ Canada North South Univ Dhaka Bangladesh
Multi-class product counting and recognition identifies product items from images or videos for automated retail checkout. The task is challenging due to the real-world scenario of occlusions where product items overl... 详细信息
来源: 评论