Computer Vision – ECCV 2020 - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030586065, 9783030586072
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Large-Scale Few-Shot Learning via Multi-modal Knowledge Discovery

2020 ◽  
pp. 718-734
Author(s):  
Shuo Wang ◽  
Jun Yue ◽  
Jianzhuang Liu ◽  
Qi Tian ◽  
Meng Wang
Keyword(s):  
Knowledge Discovery ◽  
Large Scale

scholarly journals Graph Convolutional Networks for Learning with Few Clean and Many Noisy Labels

2020 ◽  
pp. 286-302
Author(s):  
Ahmet Iscen ◽  
Giorgos Tolias ◽  
Yannis Avrithis ◽  
Ondřej Chum ◽  
Cordelia Schmid
Keyword(s):  
Convolutional Networks ◽  
Noisy Labels

scholarly journals Learning to Learn with Variational Information Bottleneck for Domain Generalization

2020 ◽  
pp. 200-216
Author(s):  
Yingjun Du ◽  
Jun Xu ◽  
Huan Xiong ◽  
Qiang Qiu ◽  
Xiantong Zhen ◽  
...  
Keyword(s):  
Learning To Learn ◽  
Information Bottleneck

scholarly journals Deep Space-Time Video Upsampling Networks

2020 ◽  
pp. 701-717
Author(s):  
Jaeyeon Kang ◽  
Younghyun Jo ◽  
Seoung Wug Oh ◽  
Peter Vajda ◽  
Seon Joo Kim
Keyword(s):  
Space Time ◽  
Deep Space

scholarly journals Label-Efficient Learning on Point Clouds Using Approximate Convex Decompositions

2020 ◽  
pp. 473-491
Author(s):  
Matheus Gadelha ◽  
Aruni RoyChowdhury ◽  
Gopal Sharma ◽  
Evangelos Kalogerakis ◽  
Liangliang Cao ◽  
...  
Keyword(s):  
Point Clouds ◽  
Efficient Learning

scholarly journals Dual Adversarial Network: Toward Real-World Noise Removal and Noise Generation

2020 ◽  
pp. 41-58 ◽  
Author(s):  
Zongsheng Yue ◽  
Qian Zhao ◽  
Lei Zhang ◽  
Deyu Meng
Keyword(s):  
Real World ◽  
Noise Removal ◽  
Noise Generation ◽  
Adversarial Network

scholarly journals Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes

2020 ◽  
pp. 455-472
Author(s):  
Lei Yang ◽  
Wenxi Liu ◽  
Zhiming Cui ◽  
Nenglun Chen ◽  
Wenping Wang
Keyword(s):  
Unsupervised Learning ◽  
Point Cloud

scholarly journals Monocular Expressive Body Regression Through Body-Driven Attention

2020 ◽  
pp. 20-40
Author(s):  
Vasileios Choutas ◽  
Georgios Pavlakos ◽  
Timo Bolkart ◽  
Dimitrios Tzionas ◽  
Michael J. Black
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