Tobias Huber

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 44

Top Topics

Surgery Planning

Virtual Reality

Reinforcement Learning Agents

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Frontiers Artif. Intell.

Publications

Anan Schütt, Tobias Huber, Jauwairia Nasir, Cristina Conati, Elisabeth André
Does Difficulty even Matter? Investigating Difficulty Adjustment and Practice Behavior in an Open-Ended Learning Task. LAK (2024)
Ruben Schlagowski, Frederick Herget, Niklas Heimerl, Maximilian Hammerl, Tobias Huber, Pamina Zwolsky, Jan Gruca, Elisabeth André
From a Social POV: The Impact of Point of View on Player Behavior, Engagement, and Experience in a Serious Social Simulation Game. FDG (2024)
Mareen Allgaier, Florentine Huettl, Laura Isabel Hanke, Tobias Huber, Bernhard Preim, Sylvia Saalfeld, Christian Hansen
Gamification Concepts for a VR-based Visuospatial Training for Intraoperative Liver Ultrasound. CHI Extended Abstracts (2024)
Vuthea Chheang, Danny Schott, Patrick Saalfeld, Lukas Vradelis, Tobias Huber, Florentine Huettl, Hauke Lang, Bernhard Preim, Christian Hansen
Advanced liver surgery training in collaborative VR environments. Comput. Graph. 119 (2024)
Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski, Cristina Conati, Elisabeth André
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers. CoRR (2024)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. CoRR (2023)
Anan Schütt, Tobias Huber, Jauwairia Nasir, Cristina Conati, Elisabeth André
Does Difficulty even Matter? Investigating Difficulty Adjustment and Practice Behavior in an Open-Ended Learning Task. CoRR (2023)
Anan Schütt, Tobias Huber, Ilhan Aslan, Elisabeth André
Fast Dynamic Difficulty Adjustment for Intelligent Tutoring Systems with Small Datasets. EDM (2023)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. AAMAS (2023)
Mareen Allgaier, Florentine Huettl, Laura Isabel Hanke, Hauke Lang, Tobias Huber, Bernhard Preim, Sylvia Saalfeld, Christian Hansen
LiVRSono - Virtual Reality Training with Haptics for Intraoperative Ultrasound. ISMAR (2023)
Yael Septon, Tobias Huber, Elisabeth André, Ofra Amir
Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents. PAAMS (2023)
Klaus Weber, Lukas Tinnes, Tobias Huber, Elisabeth André
Exploring the Effect of Visual-Based Subliminal Persuasion in Public Speeches Using Explainable AI Techniques. HCI (40) (2023)
Mareen Allgaier, Vuthea Chheang, Patrick Saalfeld, Vikram Apilla, Tobias Huber, Florentine Huettl, Belal Neyazi, I. Erol Sandalcioglu, Christian Hansen, Bernhard Preim, Sylvia Saalfeld
A comparison of input devices for precise interaction tasks in VR-based surgical planning and training. Comput. Biol. Medicine 145 (2022)
Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract). IJCAI (2022)
Tobias Huber, Benedikt Limmer, Elisabeth André
Benchmarking Perturbation-Based Saliency Maps for Explaining Atari Agents. Frontiers Artif. Intell. 5 (2022)
Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski, Elisabeth André
Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems. CoRR (2022)
Yael Septon, Tobias Huber, Elisabeth André, Ofra Amir
Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents. CoRR (2022)
Mareen Allgaier, Vuthea Chheang, Patrick Saalfeld, Vikram Apilla, Tobias Huber, Florentine Huettl, Belal Neyazi, I. Erol Sandalcioglu, Christian Hansen, Bernhard Preim, Sylvia Saalfeld
A Comparison of Input Devices for Precise Interaction Tasks in VR-based Surgical Planning and Training. VR Workshops (2022)
Pooja Prajod, Tobias Huber, Elisabeth André
Using Explainable AI to Identify Differences Between Clinical and Experimental Pain Detection Models Based on Facial Expressions. MMM (1) (2022)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. Frontiers Artif. Intell. 5 (2022)
Vuthea Chheang, Danny Schott, Patrick Saalfeld, Lukas Vradelis, Tobias Huber, Florentine Huettl, Hauke Lang, Bernhard Preim, Christian Hansen
Towards Virtual Teaching Hospitals for Advanced Surgical Training. VR Workshops (2022)
Florian Heinrich, Florentine Huettl, Gerd Schmidt, Markus Paschold, Werner Kneist, Tobias Huber, Christian Hansen
HoloPointer: a virtual augmented reality pointer for laparoscopic surgery training. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Danny Schott, Patrick Saalfeld, Gerd Schmidt, Fabian Joeres, Christian Boedecker, Florentine Huettl, Hauke Lang, Tobias Huber, Bernhard Preim, Christian Hansen
A VR/AR Environment for Multi-User Liver Anatomy Education. VR (2021)
Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
"Let me explain!": exploring the potential of virtual agents in explainable AI interaction design. J. Multimodal User Interfaces 15 (2) (2021)
Tobias Huber, Benedikt Limmer, Elisabeth André
Benchmarking Perturbation-based Saliency Maps for Explaining Deep Reinforcement Learning Agents. CoRR (2021)
Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir
Local and global explanations of agent behavior: Integrating strategy summaries with saliency maps. Artif. Intell. 301 (2021)
Vuthea Chheang, Vikram Apilla, Patrick Saalfeld, Christian Boedecker, Tobias Huber, Florentine Huettl, Hauke Lang, Bernhard Preim, Christian Hansen
Collaborative VR for Liver Surgery Planning using Wearable Data Gloves: An Interactive Demonstration. VR Workshops (2021)
Pooja Prajod, Dominik Schiller, Tobias Huber, Elisabeth André
Do Deep Neural Networks Forget Facial Action Units? - Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition. CoRR (2021)
Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. CoRR (2021)
Vuthea Chheang, Patrick Saalfeld, Fabian Joeres, Christian Boedecker, Tobias Huber, Florentine Huettl, Hauke Lang, Bernhard Preim, Christian Hansen
A collaborative virtual reality environment for liver surgery planning. Comput. Graph. 99 (2021)
Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. SSCI (2021)
Vuthea Chheang, Virve Fischer, Holger Buggenhagen, Tobias Huber, Florentine Huettl, Werner Kneist, Bernhard Preim, Patrick Saalfeld, Christian Hansen
Toward interprofessional team training for surgeons and anesthesiologists using virtual reality. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Dominik Schiller, Tobias Huber, Michael Dietz, Elisabeth André
Relevance-Based Data Masking: A Model-Agnostic Transfer Learning Approach for Facial Expression Recognition. Frontiers Comput. Sci. 2 (2020)
Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps. CoRR (2020)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning. CoRR (2020)
Simon Flutura, Andreas Seiderer, Tobias Huber, Katharina Weitz, Ilhan Aslan, Ruben Schlagowski, Elisabeth André, Joachim Rathmann
Interactive Machine Learning and Explainability in Mobile Classification of Forest-Aesthetics. GOODTECHS (2020)
Klaus Weber, Lukas Tinnes, Tobias Huber, Alexander Heimerl, Marc-Leon Reinecker, Eva Pohlen, Elisabeth André
Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches. EXTRAAMAS@AAMAS (2020)
Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer, Elisabeth André
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence. INTERSPEECH (2019)
Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
"Do you trust me?": Increasing User-Trust by Integrating Virtual Agents in Explainable AI Interaction Design. IVA (2019)
Stanislava Rangelova, Simon Flutura, Tobias Huber, Daniel Motus, Elisabeth André
Exploration of Physiological Signals Using Different Locomotion Techniques in a VR Adventure Game. HCI (7) (2019)
Vuthea Chheang, Patrick Saalfeld, Tobias Huber, Florentine Huettl, Werner Kneist, Bernhard Preim, Christian Hansen
Collaborative Virtual Reality for Laparoscopic Liver Surgery Training. AIVR (2019)
Tobias Huber, Dominik Schiller, Elisabeth André
Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation. KI (2019)
Vuthea Chheang, Patrick Saalfeld, Tobias Huber, Florentine Huettl, Werner Kneist, Bernhard Preim, Christian Hansen
An Interactive Demonstration of Collaborative VR for Laparoscopic Liver Surgery Training. AIVR (2019)
Tobias Huber, Tom Wunderling, Markus Paschold, Hauke Lang, Werner Kneist, Christian Hansen
Highly immersive virtual reality laparoscopy simulation: development and future aspects. Int. J. Comput. Assist. Radiol. Surg. 13 (2) (2018)
Oliver Wallscheid, Tobias Huber, Wilhelm Peters, Joachim Böcker
Real-time capable methods to determine the magnet temperature of permanent magnet synchronous motors - A review. IECON (2014)
Tobias Huber, Daniel Maître
HypExp 2, expanding hypergeometric functions about half-integer parameters. Comput. Phys. Commun. 183 (4) (2012)
Joachim Böcker, Tobias Huber, Michael Meyer, Wilhelm Peters, Daniel Pohlenz, Andreas Specht
Regelung elektrischer Traktionsantriebe in Elektro- und Hybridfahrzeugen (Control of Electric Propulsion Drives in Electric and Hybrid Vehicles). Autom. 58 (10) (2010)
Tobias Huber, Daniel Maître
HypExp 2, Expanding hypergeometric functions about half-integer parameters. Comput. Phys. Commun. 178 (10) (2008)
Tobias Huber, Daniel Maître
HypExp, a Mathematica package for expanding hypergeometric functions around integer-valued parameters. Comput. Phys. Commun. 175 (2) (2006)