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检索条件"任意字段=2006 Conference on Computer Vision and Pattern Recognition Workshops"
5502 条 记 录,以下是121-130 订阅
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Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference
Neural Architecture Search of Deep Priors: Towards Continual...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Mundt, Martin Pliushch, Iuliia Ramesh, Visvanathan Goethe Univ Frankfurt Germany
In this paper we analyze the classification performance of neural network structures without parametric inference. Making use of neural architecture search, we empirically demonstrate that it is possible to find rando... 详细信息
来源: 评论
Variational Autoencoders for Generating Hyperspectral Imaging Honey Adulteration Data
Variational Autoencoders for Generating Hyperspectral Imagin...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Phillips, Tessa Abdulla, Waleed Univ Auckland Auckland New Zealand
Honey fraud and adulteration are an increasing concern globally. Hyperspectral imaging and machine learning can detect adulterated honey within a known set of honey, where we have captured data at different sugar conc... 详细信息
来源: 评论
Compositional Mixture Representations for vision and Text
Compositional Mixture Representations for Vision and Text
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Alaniz, Stephan Federici, Marco Akata, Zeynep Univ Tubingen Tubingen Germany Max Planck Inst Informat Saarbrucken Germany Univ Amsterdam Amsterdam Netherlands
Learning a common representation space between vision and language allows deep networks to relate objects in the image to the corresponding semantic meaning. We present a model that learns a shared Gaussian mixture re... 详细信息
来源: 评论
Event-based spacecraft landing using time-to-contact
Event-based spacecraft landing using time-to-contact
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Sikorski, Olaf Izzo, Dario Meoni, Gabriele European Space Technol Ctr Adv Concepts Team Keplerlaan 1 NL-2201 AZ Noordwijk Netherlands
We study event-based sensors in the context of spacecraft guidance and control during a descent on Moon-like terrains. For this purpose, we develop a simulator reproducing the event-based camera outputs when exposed t... 详细信息
来源: 评论
Line Art Colorization with Concatenated Spatial Attention
Line Art Colorization with Concatenated Spatial Attention
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Yuan, Mingcheng Simo-Serra, Edgar Waseda Univ Tokyo Japan
Line art plays a fundamental role in illustration and design, and allows for iteratively polishing designs. However, as they lack color, they can have issues in conveying final designs. In this work, we propose an int... 详细信息
来源: 评论
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis
Revisiting The Evaluation of Class Activation Mapping for Ex...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Poppi, Samuele Cornia, Marcella Baraldi, Lorenzo Cucchiara, Rita Univ Modena & Reggio Emilia Modena Italy
As the request for deep learning solutions increases, the need for explainability is even more fundamental. In this setting, particular attention has been given to visualization techniques, that try to attribute the r... 详细信息
来源: 评论
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity
Proposal-free Lidar Panoptic Segmentation with Pillar-level ...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Chen, Qi Vora, Sourabh Johns Hopkins Univ Baltimore MD 21218 USA Motional Boston MA USA
We propose a simple yet effective proposal-free architecture for lidar panoptic segmentation. We jointly optimize both semantic segmentation and class-agnostic instance classification in a single network using a pilla... 详细信息
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Robust and Online Vehicle Counting at Crowded Intersections
Robust and Online Vehicle Counting at Crowded Intersections
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Lu, Jincheng Xia, Meng Gao, Xu Yang, Xipeng Tao, Tianran Meng, Hao Zhang, Wei Tan, Xiao Shi, Yifeng Li, Guanbin Ding, Errui
In this paper, we propose an online movement-specific vehicle counting system to realize robust traffic flow analysis at crowded intersections. Our proposed framework adopts PP-YOLO as the vehicle detector and adapts ... 详细信息
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Towards Domain-Specific Explainable AI: Model Interpretation of a Skin Image Classifier using a Human Approach
Towards Domain-Specific Explainable AI: Model Interpretation...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Stieler, Fabian Rabe, Fabian Bauer, Bernhard Univ Augsburg Augsburg Germany
Machine Learning models have started to outperform medical experts in some classification tasks. Meanwhile, the question of how these classifiers produce certain results is attracting increasing research attention. Cu... 详细信息
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Self Texture Transfer Networks for Low Bitrate Image Compression
Self Texture Transfer Networks for Low Bitrate Image Compres...
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IEEE/CVF conference on computer vision and pattern recognition (CVPR)
作者: Iwai, Shoma Miyazaki, Tomo Sugaya, Yoshihiro Omachi, Shinichiro Tohoku Univ Grad Sch Engn Dept Commun Sendai Miyagi Japan
Lossy image compression causes a loss of texture, especially at low bitrate. To mitigate this problem, we propose a novel image compression method that utilizes a reference-based image super-resolution model. We use t... 详细信息
来源: 评论