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检索条件"任意字段=2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023"
3320 条 记 录,以下是2061-2070 订阅
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ViTKD: Feature-based Knowledge Distillation for vision Transformers
ViTKD: Feature-based Knowledge Distillation for Vision Trans...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Zhendong Yang Zhe Li Ailing Zeng Zexian Li Chun Yuan Yu Li Tsinghua Shenzhen International Graduate School International Digital Economy Academy (IDEA) Institute of Automation Chinese Academy of Sciences Beihang University
Knowledge Distillation (KD) has been extensively studied as a means to enhance the performance of smaller models in Convolutional Neural Networks (CNNs). Recently, the vision Transformer (ViT) has demonstrated remarka... 详细信息
来源: 评论
How Much You Ate? Food Portion Estimation on Spoons
How Much You Ate? Food Portion Estimation on Spoons
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Aaryam Sharma Chris Czarnecki Yuhao Chen Pengcheng Xi Linlin Xu Alexander Wong Vision and Image Processing Lab University of Waterloo National Research Council Canada
Monitoring dietary intake is a crucial aspect of promoting healthy living. In recent years, advances in computer vision technology have facilitated dietary intake monitoring through the use of images and depth cameras... 详细信息
来源: 评论
nnMobileNet: Rethinking CNN for Retinopathy Research
nnMobileNet: Rethinking CNN for Retinopathy Research
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Wenhui Zhu Peijie Qiu Xiwen Chen Xin Li Natasha Lepore Oana M. Dumitrascu Yalin Wang School of Computing and Augmented Intelligence Arizona State University McKeley School of Engineering Washington University in St. Louis School of Computing Clemson University Department of Radiology Children’s Hospital Los Angeles CIBORG Lab Department of Neurology Mayo Clinic
Over the past few decades, convolutional neural networks (CNNs) have been at the forefront of the detection and tracking of various retinal diseases (RD). Despite their success, the emergence of vision transformers (V... 详细信息
来源: 评论
Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent Units
Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Manon Dampfhoffer Thomas Mesquida CEA List Univ. Grenoble Alpes Grenoble France
Automatic Lip-Reading (ALR) requires the recognition of spoken words based on a visual recording of the speaker’s lips, without access to the sound. ALR with neuromorphic event-based vision sensors, instead of tradit... 详细信息
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Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
Conv-Adapter: Exploring Parameter Efficient Transfer Learnin...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Hao Chen Ran Tao Han Zhang Yidong Wang Xiang Li Wei Ye Jindong Wang Guosheng Hu Marios Savvides Carneige Mellon University Peking University Microsoft Research Asia Oosto
While parameter efficient tuning (PET) methods have shown great potential with transformer architecture on Natural Language Processing (NLP) tasks, their effectiveness with large-scale ConvNets is still under-studied ... 详细信息
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VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
VT-Former: An Exploratory Study on Vehicle Trajectory Predic...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Armin Danesh Pazho Ghazal Alinezhad Noghre Vinit Katariya Hamed Tabkhi University of North Carolina Charlotte
Enhancing roadway safety has become an essential computer vision focus area for Intelligent Transportation Systems (ITS). As a part of ITS, Vehicle Trajectory Prediction (VTP) aims to forecast a vehicle’s future posi... 详细信息
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SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution
SwinFuSR: an image fusion-inspired model for RGB-guided ther...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Cyprien Arnold Philippe Jouvet Lama Seoud Polytechnique Montréal Montréal Canada CHU Sainte Justine Montréal Canada
Thermal imaging plays a crucial role in various applications, but the inherent low resolution of commonly available infrared (IR) cameras limits its effectiveness. Conventional super-resolution (SR) methods often stru... 详细信息
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VolRAFT: Volumetric Optical Flow Network for Digital Volume Correlation of Synchrotron Radiation-based Micro-CT Images of Bone-Implant Interfaces
VolRAFT: Volumetric Optical Flow Network for Digital Volume ...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Tak Ming Wong Julian Moosmann Berit Zeller-Plumhoff Institute of Metallic Biomaterials Helmholtz-Zentrum Hereon Germany Institute of Materials Physics Helmholtz-Zentrum Hereon Germany
In materials science research, digital volume correlation (DVC) analysis is commonly used to track deformations and strains to elucidate morphology-function relationships. Optical flow-based DVC is particularly popula... 详细信息
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Domain Adaptation Using Pseudo Labels for COVID-19 Detection
Domain Adaptation Using Pseudo Labels for COVID-19 Detection
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen School of Computer Science Fudan University China School of Academy for Engineering and Technology Fudan University China Department of Computer Science and Engineering The Hong Kong University of Science and Technology China
Deep learning has offered advanced analytical capabilities to enhance the accuracy and efficiency of detecting COVID-19 through complex pattern recognition in medical imaging data. However, the variability across data... 详细信息
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Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study
Investigating Calibration and Corruption Robustness of Post-...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Pallavi Mitra Gesina Schwalbe Nadja Klein Continental AG Germany University of Lübeck Germany TU Dortmund Germany
Convolutional Neural Networks (CNNs) have achieved state-of-the-art performance in many computer vision tasks. However, high computational and storage demands hinder their deployment into resource-constrained environm... 详细信息
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