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检索条件"任意字段=2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022"
3917 条 记 录,以下是3671-3680 订阅
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T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification
T2FNorm: Train-time Feature Normalization for OOD Detection ...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Sudarshan Regmi Bibek Panthi Sakar Dotel Prashnna K Gyawali Danail Stoyanov Binod Bhattarai University College London UK NepAl Applied Mathematics and Informatics Institute for Research Nepal Tribhuvan University Nepal West Virginia University USA University of Aberdeen UK
Neural networks are notorious for being overconfident predictors, posing a significant challenge to their safe deployment in real-world applications. While feature normalization has garnered considerable attention wit... 详细信息
来源: 评论
DECNet: A Non-Contacting Dual-Modality Emotion Classification Network for Driver Health Monitoring
DECNet: A Non-Contacting Dual-Modality Emotion Classificatio...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Zhekang Dong Chenhao Hu Shiqi Zhou Liyan Zhu Junfan Wang Yi Chen Xudong Lv Xiaoyue Ji Hangzhou Dianzi University Zhejiang Provincial Key Laboratory of Equipment Electronics Zhejiang University Tsinghua University
Negative emotions have been identified as significant factors influencing driver behavior, easily leading to extremely serious traffic accidents. Hence, there is a pressing need to develop an automatic emotion classif... 详细信息
来源: 评论
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation
Enforcing Conditional Independence for Fair Representation L...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Jensen Hwa Qingyu Zhao Aditya Lahiri Adnan Masood Babak Salimi Ehsan Adeli Stanford University Weill Cornell Medicine University of California San Diego UST
Conditional independence (CI) constraints are critical for defining and evaluating fairness in machine learning, as well as for learning unconfounded or causal representations. Traditional methods for ensuring fairnes... 详细信息
来源: 评论
From 2D Portraits to 3D Realities: Advancing GAN Inversion for Enhanced Image Synthesis
From 2D Portraits to 3D Realities: Advancing GAN Inversion f...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Wonseok Oh Youngjoo Jo Electrical and Computer Engineering University of Michigan ETRI
Image synthesis using StyleGAN has shown remarkable results in 2D portrait image generation. The works of the GAN inversion to manipulate the real image using StyleGAN latent space also show remarkable achievements. 2... 详细信息
来源: 评论
Fake it to make it: Using synthetic data to remedy the data shortage in joint multi-modal speech-and-gesture synthesis
Fake it to make it: Using synthetic data to remedy the data ...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Shivam Mehta Anna Deichler Jim O’Regan Birger Moëll Jonas Beskow Gustav Eje Henter Simon Alexanderson KTH Royal Institute of Technology Sweden Motorica AB Sweden
Although humans engaged in face-to-face conversation simultaneously communicate both verbally and non-verbally, methods for joint and unified synthesis of speech audio and co-speech 3D gesture motion from text are a n... 详细信息
来源: 评论
Knowledge Transfer Dehazing Network for NonHomogeneous Dehazing
Knowledge Transfer Dehazing Network for NonHomogeneous Dehaz...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Haiyan Wu Jing Liu Yuan Xie Yanyun Qu Lizhuang Ma School of Computer Science and Technology East China Normal University Shanghai China School of Information Science and Engineering Xiamen University Fujian China
Single image dehazing is an ill-posed problem that has recently drawn important attention. It is a challenging image process task, especially in nonhomogeneous scene. However, the existing dehazing methods are commonl... 详细信息
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Trident Dehazing Network
Trident Dehazing Network
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma School of Computer Science and Technology East China Normal University China School of Information Science and Engineering Xiamen University China
Most existing dehazing methods are not robust to nonhomogeneous haze. Meanwhile, the information of dense haze region is usually unknown and hard to estimate, leading to blurry in dehaze result for those regions. Focu... 详细信息
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CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents
CascadeTabNet: An approach for end to end table detection an...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Devashish Prasad Ayan Gadpal Kshitij Kapadni Manish Visave Kavita Sultanpure Pune Institute of Computer Technology India
An automatic table recognition method for interpretation of tabular data in document images majorly involves solving two problems of table detection and table structure recognition. The prior work involved solving bot... 详细信息
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Image-caption difficulty for efficient weakly-supervised object detection from in-the-wild data
Image-caption difficulty for efficient weakly-supervised obj...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Giacomo Nebbia Adriana Kovashka University of Pittsburgh
In recent years, we have witnessed the collection of larger and larger multi-modal, image-caption datasets: from hundreds of thousands such pairs to hundreds of millions. Such datasets allow researchers to build power... 详细信息
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Transfer Learning for Classifying Single Hand Gestures on Comprehensive Bharatanatyam Mudra Dataset
Transfer Learning for Classifying Single Hand Gestures on Co...
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ieee computer Society conference on computer vision and pattern recognition workshops (cvprw)
作者: Anuja P. Parameshwaran Heta P. Desai Rajshekhar Sunderraman Michael Weeks Georgia State University
For any dance form, either classical or folk, visual expressions - facial expressions and hand gestures play a key role in conveying the storyline of the accompanied music to the audience. Bharatanatyam - a classical ... 详细信息
来源: 评论