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检索条件"任意字段=2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020"
3313 条 记 录,以下是151-160 订阅
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Classification of Facial Expression In-the-Wild based on Ensemble of Multi-head Cross Attention Networks
Classification of Facial Expression In-the-Wild based on Ens...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Jeong, Jae Yeop Hong, Yeong-Gi Kim, Daun Jeong, Jin-Woo Jung, Yuchul Kim, Sang-Ho Seoul Natl Univ Sci & Technol Dept Data Sci Gongreung Ro 232 Seoul South Korea Kumoh Natl Inst Technol Daehak Ro 61 Gumi South Korea
How to build a system for robust classification and recognition of facial expressions has been one of the most important research issues for successful interactive computing applications. However, previous datasets an... 详细信息
来源: 评论
Rank in Style: A Ranking-based Approach to Find Interpretable Directions
Rank in Style: A Ranking-based Approach to Find Interpretabl...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Kocasari, Umut Zaman, Kerem Tiftikci, Mert Simsar, Enis Yanardag, Pinar Bogazici Univ Istanbul Turkey TUM Munich Germany
Recent work such as StyleCLIP aims to harness the power of CLIP embeddings for controlled manipulations. Although these models are capable of manipulating images based on a text prompt, the success of the manipulation... 详细信息
来源: 评论
OutfitTransformer: Outfit Representations for Fashion Recommendation
OutfitTransformer: Outfit Representations for Fashion Recomm...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Sarkar, Rohan Bodla, Navaneeth Vasileva, Mariya Lin, Yen-Liang Beniwal, Anurag Lu, Alan Medioni, Gerard Purdue Univ W Lafayette IN 47907 USA Amazon Seattle WA 98109 USA
Predicting outfit compatibility and retrieving complementary items are critical components for a fashion recommendation system. We present a scalable framework, Out-fitTransformer, that learns compatibility of the ent... 详细信息
来源: 评论
RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth
RDONet: Rate-Distortion Optimized Learned Image Compression ...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Brand, Fabian Fischer, Kristian Kopte, Alexander Windsheimer, Marc Kaup, Andre Friedrich Alexander Univ Erlangen Nurnberg Multimedia Commun & Signal Proc Cauerstr 7 D-91058 Erlangen Germany
Rate-distortion optimization (RDO) is responsible for large gains in image and video compression. While RDO is a standard tool in traditional image and video coding, it is not yet widely used in novel end-to-end train... 详细信息
来源: 评论
AAFormer: A Multi-Modal Transformer Network for Aerial Agricultural Images
AAFormer: A Multi-Modal Transformer Network for Aerial Agric...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Shen, Yao Wang, Lei Jin, Yue China Pacific Insurance Grp Co Ltd Shanghai Peoples R China East China Normal Univ Shanghai Peoples R China
The semantic segmentation of agricultural aerial images is very important for the recognition and analysis of farmland anomaly patterns, such as drydown, endrow, nutrient deficiency, etc. Methods for general semantic ... 详细信息
来源: 评论
Conjugate Adder Net (CAddNet) - a Space-Efficient Approximate CNN
Conjugate Adder Net (CAddNet) - a Space-Efficient Approximat...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Shen, Lulan Ziaeefard, Maryam Meyer, Brett Gross, Warren Clark, James J. McGill Univ Montreal PQ Canada
The AdderNet was recently developed as a way to implement deep neural networks without needing multiplication operations to combine weights and inputs. Instead, absolute values of the difference between weights and in... 详细信息
来源: 评论
Zero-shot Learning Using Multimodal Descriptions
Zero-shot Learning Using Multimodal Descriptions
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Mall, Utkarsh Hariharan, Bharath Bala, Kavita Cornell Univ Ithaca NY 14853 USA
Zero-shot learning (ZSL) tackles the problem of recognizing unseen classes using only semantic descriptions, e.g., attributes. Current zero-shot learning techniques all assume that a single vector of attributes suffic... 详细信息
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Perceptual in-Loop Filter for Image and Video Compression
Perceptual in-Loop Filter for Image and Video Compression
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Wang, Huairui Ren, Guangjie Ouyang, Tong Zhang, Junxi Han, Wenwei Liu, Zizheng Chen, Zhenzhong Wuhan Univ Wuhan Peoples R China Tencent Media Lab Shenzhen Peoples R China
In this paper, we introduce our hybrid image and video compression scheme enhanced by CNN-optimized in-loop filter. Specifically, a Structure Preserving in-Loop Filter (SPiLF) is incorporated in the hybrid video codec... 详细信息
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Discriminability-enforcing loss to improve representation learning
Discriminability-enforcing loss to improve representation le...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Croitoru, Florinel-Alin Grigore, Diana-Nicoleta Ionescu, Radu Tudor Univ Bucharest Bucharest Romania
During the training process, deep neural networks implicitly learn to represent the input data samples through a hierarchy of features, where the size of the hierarchy is determined by the number of layers. In this pa... 详细信息
来源: 评论
Perfusion assessment via local remote photoplethysmography (rPPG)
Perfusion assessment via local remote photoplethysmography (...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Kossack, Benjamin Wisotzky, Eric Eisert, Peter Schraven, Sebastian P. Globke, Brigitta Hilsmann, Anna Fraunhofer Heinrich Hertz Inst Berlin Germany Humboldt Univ Berlin Germany Rostock Univ Dept Otorhinolaryngol Head & Neck Surg Otto Korne Med Ctr Rostock Germany Charite Univ Med Berlin Dept Surg Berlin Germany
This paper presents an approach to assess the perfusion of visible human tissue from RGB video files. We propose metrics derived from remote photoplethysmography (rPPG) signals to detect whether a tissue is adequately... 详细信息
来源: 评论