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LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking


Nov 23, 2021
Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda


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CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning


Oct 11, 2021
Carolin Benjamins, Theresa Eimer, Frederik Schubert, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer


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Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection


Oct 06, 2021
Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn, Bastian Wandt


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Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths


Aug 24, 2021
Andrea Hornakova, Timo Kaiser, Paul Swoboda, Michal Rolinek, Bodo Rosenhahn, Roberto Henschel

* ICCV 2021. Short version published at CVPR 2021 RVSU workshop https://omnomnom.vision.rwth-aachen.de/data/RobMOTS/workshop/papers/9/CameraReady/paper_V3.pdf . Implementation available at https://github.com/LPMP/LPMP and https://github.com/TimoK93/ApLift 

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Disentangled Lifespan Face Synthesis


Aug 13, 2021
Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

* To appear in ICCV 2021 

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Spatial-Temporal Transformer for Dynamic Scene Graph Generation


Aug 08, 2021
Yuren Cong, Wentong Liao, Hanno Ackermann, Bodo Rosenhahn, Michael Ying Yang

* accepted by ICCV 2021 

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Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows


Aug 02, 2021
Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

* Accepted to ICCV 2021 

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World-GAN: a Generative Model for Minecraft Worlds


Jun 18, 2021
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn

* 8 pages, 8 figures, IEEE Conference on Games (CoG) 2021 

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Automatic Risk Adaptation in Distributional Reinforcement Learning


Jun 11, 2021
Frederik Schubert, Theresa Eimer, Bodo Rosenhahn, Marius Lindauer


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Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images


May 05, 2021
Florian Kluger, Hanno Ackermann, Eric Brachmann, Michael Ying Yang, Bodo Rosenhahn

* CVPR 2021 

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Text to Image Generation with Semantic-Spatial Aware GAN


Apr 24, 2021
Kai Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn

* code available 

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Context-Aware Layout to Image Generation with Enhanced Object Appearance


Mar 22, 2021
Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

* CVPR 2021 

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Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography using Particle Belief Propagation


Mar 18, 2021
Hendrik Hachmann, Benjamin Krüger, Bodo Rosenhahn, Waldo Nogueira


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CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild


Nov 30, 2020
Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn


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Exploring Dynamic Context for Multi-path Trajectory Prediction


Nov 02, 2020
Hao Cheng, Wentong Liao, Xuejiao Tang, Michael Ying Yang, Monika Sester, Bodo Rosenhahn

* code available 

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Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows


Aug 28, 2020
Marco Rudolph, Bastian Wandt, Bodo Rosenhahn


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TOAD-GAN: Coherent Style Level Generation from a Single Example


Aug 04, 2020
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn

* 7 pages, 7 figures. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE) 2020 

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Weakly-supervised Learning of Human Dynamics


Jul 17, 2020
Petrissa Zell, Bodo Rosenhahn, Bastian Wandt


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Lifted Disjoint Paths with Application in Multiple Object Tracking


Jun 25, 2020
Andrea Hornakova, Roberto Henschel, Bodo Rosenhahn, Paul Swoboda

* ICML 2020, Codebase available at https://github.com/AndreaHor/LifT_Solver 

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AMENet: Attentive Maps Encoder Network for Trajectory Prediction


Jun 15, 2020
Hao Cheng, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn, Monika Sester


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LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery


May 28, 2020
Wentong Liao, Xiang Chen, Jingfeng Yang, Stefan Roth, Michael Goesele, Michael Ying Yang, Bodo Rosenhahn

* 8 pages 

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Image Captioning through Image Transformer


Apr 29, 2020
Sen He, Wentong Liao, Hamed R. Tavakoli, Michael Yang, Bodo Rosenhahn, Nicolas Pugeault


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FairNN- Conjoint Learning of Fair Representations for Fair Decisions


Apr 11, 2020
Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael YingYang, Eirini Ntoutsi, Bodo Rosenhahn

* Code will be available 

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MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic


Mar 03, 2020
Hao Cheng, Wentong Liao. Michael Ying Yang, Monika Sester, Bodo Rosenhahn

* 8 pages, 5 figures, code is available on https://github.com/haohao11/MCENET 

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Context Conditional Variational Autoencoder for Predicting Multi-Path Trajectories in Mixed Traffic


Feb 17, 2020
Hao Cheng, Wentong Liao. Michael Ying Yang, Monica Sester, Bodo Rosenhahn

* 7 pages, 4 figures, code is available on https://github.com/wtliao/CCVAE 

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