Publications

Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation

Imbusch, Benedikt T.; Schwarz, Max; Behnke, Sven, 2022

SancScreen: Towards a real-world dataset for evaluating explainability methods

Jakobs, Matthias; Kotthaus, Helena; Röder, Ines; Baritz, Maximilian, 2022

Simple nearest neighbor analysis meets the accuracy of compound potency predictions using complex machine learning models

Janela, Tiago; Bajorath, Jürgen, 2022

A Machine Learning Approach to Minimization of the Sim-To-Real Gap via Precise Dynamics Modeling of a Fast Moving Robot

Kanwischer, Alexander; Urbann, Oliver, 2022

Investigating The Scalability of Kernel Minimum Enclosing Balls for Novelty Detection: Algorithms with Empirical Evaluations

Kondratiuk, Hanna; Sifa, Rafet, 2022

QuoteKG: A Multilingual Knowledge Graph of Quotes

Kuculo, Tin; Gottschalk, Simon; Demidova, Elena, 2022

Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis

Li, Shijie; Cheng, Ming-Ming; Gall, Jürgen, 2022

TAVA: Template-free Animatable Volumetric Actors

Li, Ruilong; Tanke, Julian; Vo, Minh; Zollhofer, Michael; Gall, Jürgen; Kanazawa, Angjoo; Lassner, Christoph, 2022

Bounding open space risk with decoupling autoencoders in open set recognition

Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet, 2022

Contrastive 3D Shape Completion and Reconstruction for Agricultural Robots Using RGB-D Frames

Magistri, Federico; Marks, Elias; Nagulavancha, Sumanth; Vizzo, Ignacio; Läebe, Thomas; Behley, Jens; Halstead, Michael; McCool, Chris; Stachniss, Cyrill, 2022