Lecture Notes in Computer Science - Pattern Recognition
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Published By Springer International Publishing

9783030336752, 9783030336769
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Weakly Supervised Learning of Dense Semantic Correspondences and Segmentation

2019 ◽  
pp. 456-470 ◽  
Author(s):  
Nikolai Ufer ◽  
Kam To Lui ◽  
Katja Schwarz ◽  
Paul Warkentin ◽  
Björn Ommer
Keyword(s):  
Supervised Learning ◽  
Weakly Supervised Learning ◽  
Weakly Supervised

Training Invertible Neural Networks as Autoencoders

2019 ◽  
pp. 442-455
Author(s):  
The-Gia Leo Nguyen ◽  
Lynton Ardizzone ◽  
Ullrich Köthe
Keyword(s):  
Neural Networks

scholarly journals Non-causal Tracking by Deblatting

2019 ◽  
pp. 122-135 ◽  
Author(s):  
Denys Rozumnyi ◽  
Jan Kotera ◽  
Filip Šroubek ◽  
Jiří Matas

scholarly journals Training Auto-Encoder-Based Optimizers for Terahertz Image Reconstruction

2019 ◽  
pp. 93-106
Author(s):  
Tak Ming Wong ◽  
Matthias Kahl ◽  
Peter Haring-Bolívar ◽  
Andreas Kolb ◽  
Michael Möller
Keyword(s):  
Image Reconstruction

scholarly journals Single Level Feature-to-Feature Forecasting with Deformable Convolutions

2019 ◽  
pp. 189-202
Author(s):  
Josip Šarić ◽  
Marin Oršić ◽  
Tonći Antunović ◽  
Sacha Vražić ◽  
Siniša Šegvić
Keyword(s):  
Single Level

scholarly journals 3D Bird’s-Eye-View Instance Segmentation

2019 ◽  
pp. 48-61 ◽  
Author(s):  
Cathrin Elich ◽  
Francis Engelmann ◽  
Theodora Kontogianni ◽  
Bastian Leibe
Keyword(s):  
Instance Segmentation

Learning to Disentangle Latent Physical Factors for Video Prediction

2019 ◽  
pp. 595-608
Author(s):  
Deyao Zhu ◽  
Marco Munderloh ◽  
Bodo Rosenhahn ◽  
Jörg Stückler
Keyword(s):  
Physical Factors ◽  
Video Prediction

Points2Pix: 3D Point-Cloud to Image Translation Using Conditional GANs

2019 ◽  
pp. 387-400 ◽  
Author(s):  
Stefan Milz ◽  
Martin Simon ◽  
Kai Fischer ◽  
Maximillian Pöpperl ◽  
Horst-Michael Gross
Keyword(s):  
Point Cloud ◽  
3D Point Cloud ◽  
Image Translation
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