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42nd GCPR 2020: Tübingen, Germany
- Zeynep Akata
, Andreas Geiger, Torsten Sattler
Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 - October 1, 2020, Proceedings. Lecture Notes in Computer Science 12544, Springer 2021, ISBN 978-3-030-71277-8 - Felix Draxler
Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows. 1-14 - Max Maria Losch, Mario Fritz, Bernt Schiele:
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. 15-29 - Annika Hagemann, Moritz Knorr, Holger Janssen, Christoph Stiller:
Bias Detection and Prediction of Mapping Errors in Camera Calibration. 30-43 - Rama Krishna Kandukuri, Jan Achterhold, Michael Möller
Learning to Identify Physical Parameters from Video Using Differentiable Physics. 44-57 - Dmitrij Sitenko, Bastian Boll, Christoph Schnörr:
Assignment Flow for Order-Constrained OCT Segmentation. 58-71 - Abdelhak Lemkhenter
Boosting Generalization in Bio-signal Classification by Learning the Phase-Amplitude Coupling. 72-85 - Saurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele:
Long-Tailed Recognition Using Class-Balanced Experts. 86-100 - Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele:
Analyzing the Dependency of ConvNets on Spatial Information. 101-115 - Lukas Koestler, Nan Yang, Rui Wang, Daniel Cremers
Learning Monocular 3D Vehicle Detection Without 3D Bounding Box Labels. 116-129 - Maurice Weber, Cédric Renggli, Helmut Grabner, Ce Zhang:
Observer Dependent Lossy Image Compression. 130-144 - Yifei Zhang, Rania Briq, Julian Tanke, Juergen Gall:
Adversarial Synthesis of Human Pose from Text. 145-158 - Yazan Abu Farha
Long-Term Anticipation of Activities with Cycle Consistency. 159-173 - Soumajit Majumder
Multi-stage Fusion for One-Click Segmentation. 174-187 - Jovita Lukasik
Neural Architecture Performance Prediction Using Graph Neural Networks. 188-201 - Olga Zatsarynna, Johann Sawatzky, Juergen Gall:
Discovering Latent Classes for Semi-supervised Semantic Segmentation. 202-217 - Jonathan Schwarz, Felix Draxler
Riemannian SOS-Polynomial Normalizing Flows. 218-231 - Rémy Vandaele
Automated Water Segmentation and River Level Detection on Camera Images Using Transfer Learning. 232-245 - Václav Volhejn, Christoph Lampert:
Does SGD Implicitly Optimize for Smoothness? 246-259 - Ronny Hänsch:
Looking Outside the Box: The Role of Context in Random Forest Based Semantic Segmentation of PolSAR Images. 260-274 - Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele:
Haar Wavelet Based Block Autoregressive Flows for Trajectories. 275-288 - Yunlei Tang, Sebastian Dorn, Chiragkumar Savani:
Center3D: Center-Based Monocular 3D Object Detection with Joint Depth Understanding. 289-302 - Isabell Hofstetter, Malte Springer, Florian Ries, Martin Haueis:
Constellation Codebooks for Reliable Vehicle Localization. 303-315 - Ujwal Bonde, Pablo F. Alcantarilla
Towards Bounding-Box Free Panoptic Segmentation. 316-330 - Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht:
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. 331-344 - Sandro Braun, Patrick Esser, Björn Ommer:
Unsupervised Part Discovery by Unsupervised Disentanglement. 345-359 - Jan-Hendrik Lange, Björn Andres
On the Lifted Multicut Polytope for Trees. 360-372 - Lynton Ardizzone, Jakob Kruse, Carsten T. Lüth, Niels Bracher, Carsten Rother, Ullrich Köthe:
Conditional Invertible Neural Networks for Diverse Image-to-Image Translation. 373-387 - Håkon Hukkelås
Image Inpainting with Learnable Feature Imputation. 388-403 - Patrick Wenzel, Rui Wang, Nan Yang, Qing Cheng, Qadeer Khan, Lukas von Stumberg, Niclas Zeller, Daniel Cremers
4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving. 404-417 - Christian Kopf, Thomas Pock, Bernhard Blaschitz
Inline Double Layer Depth Estimation with Transparent Materials. 418-431 - Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli:
A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation. 432-444 - Varaha Karthik Pattisapu, Imant Daunhawer, Thomas J. Weikert, Alexander Sauter, Bram Stieltjes, Julia E. Vogt
PET-Guided Attention Network for Segmentation of Lung Tumors from PET/CT Images. 445-458 - Imant Daunhawer, Thomas M. Sutter, Ricards Marcinkevics, Julia E. Vogt
Self-supervised Disentanglement of Modality-Specific and Shared Factors Improves Multimodal Generative Models. 459-473 - Kristijan Fugosic, Josip Saric
Multimodal Semantic Forecasting Based on Conditional Generation of Future Features. 474-487
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