Markus H. Gross

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 164

Top Venues

Universität Saarbrücken (PHD)

Education History

Universität Saarbrücken

PHD

Publications

Xianyao Zhang, Gerhard Röthlin, Shilin Zhu, Tunç Ozan Aydin, Farnood Salehi, Markus H. Gross, Marios Papas
Neural Denoising for Deep-Z Monte Carlo Renderings. Comput. Graph. Forum 43 (2) (2024)
Vukasin Bozic, Abdelaziz Djelouah, Yang Zhang, Radu Timofte, Markus H. Gross, Christopher Schroers
Versatile Vision Foundation Model for Image and Video Colorization. SIGGRAPH (Conference Paper Track) (2024)
Nikola Kovacevic, Tobias Boschung, Christian Holz, Markus H. Gross, Rafael Wampfler
Chatbots With Attitude: Enhancing Chatbot Interactions Through Dynamic Personality Infusion. CUI (2024)
Aurel Gruber, E. Collins, Abhimitra Meka, Franziska Mueller, Kripasindhu Sarkar, Sergio Orts, L. Prasso, Jay Busch, Markus H. Gross, Thabo Beeler
GANtlitz: Ultra High Resolution Generative Model for Multi-Modal Face Textures. Comput. Graph. Forum 43 (2) (2024)
Lukas Mehl, Andrés Bruhn, Markus H. Gross, Christopher Schroers
Stereo Conversion with Disparity-Aware Warping, Compositing and Inpainting. WACV (2024)
Lingchen Yang, Gaspard Zoss, Prashanth Chandran, Paulo F. U. Gotardo, Markus H. Gross, Barbara Solenthaler, Eftychios Sifakis, Derek Bradley
An Implicit Physical Face Model Driven by Expression and Style. CoRR (2024)
Lingchen Yang, Byungsoo Kim, Gaspard Zoss, Baran Gözcü, Markus H. Gross, Barbara Solenthaler
Implicit Neural Representation for Physics-driven Actuated Soft Bodies. CoRR (2024)
Nikola Kovacevic, Christian Holz, Markus H. Gross, Rafael Wampfler
The Personality Dimensions GPT-3 Expresses During Human-Chatbot Interactions. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Lucas Relic, Roberto Azevedo, Markus H. Gross, Christopher Schroers
Lossy Image Compression with Foundation Diffusion Models. CoRR (2024)
Lingchen Yang, Gaspard Zoss, Prashanth Chandran, Markus H. Gross, Barbara Solenthaler, Eftychios Sifakis, Derek Bradley
Learning a Generalized Physical Face Model From Data. CoRR (2024)
Zhenghao Chen, Lucas Relic, Roberto Azevedo, Yang Zhang, Markus H. Gross, Dong Xu, Luping Zhou, Christopher Schroers
Neural Video Compression with Spatio-Temporal Cross-Covariance Transformers. ACM Multimedia (2023)
Michael Bernasconi, Abdelaziz Djelouah, Farnood Salehi, Markus H. Gross, Christopher Schroers
Kernel Aware Resampler. CVPR (2023)
Lei Shu, Vinicius Azevedo, Barbara Solenthaler, Markus H. Gross
Spatially Adaptive Cloth Regression with Implicit Neural Representations. CoRR (2023)
Yingyan Xu, Gaspard Zoss, Prashanth Chandran, Markus H. Gross, Derek Bradley, Paulo F. U. Gotardo
ReNeRF: Relightable Neural Radiance Fields with Nearfield Lighting. ICCV (2023)
Daniel Vera Nieto, Saikishore Kalloori, Fabio Zund, Clara Fernandez-Labrador, Marc Willhaus, Severin Klingler, Markus H. Gross
A Retrieval System for Images and Videos based on Aesthetic Assessment of Visuals. SIGIR (2023)
Markus Plack, Matthias B. Hullin, Karlis Martins Briedis, Markus H. Gross, Abdelaziz Djelouah, Christopher Schroers
Frame Interpolation Transformer and Uncertainty Guidance. CVPR (2023)
Yuxiao Zhou, Menglei Chai, Alessandro Pepe, Markus H. Gross, Thabo Beeler
GroomGen: A High-Quality Generative Hair Model Using Hierarchical Latent Representations. CoRR (2023)
Yingyan Xu, Prashanth Chandran, Sebastian Weiss, Markus H. Gross, Gaspard Zoss, Derek Bradley
Artist-Friendly Relightable and Animatable Neural Heads. CoRR (2023)
Manuel Kansy, Anton Raël, Graziana Mignone, Jacek Naruniec, Christopher Schroers, Markus H. Gross, Romann M. Weber
Controllable Inversion of Black-Box Face Recognition Models via Diffusion. ICCV (Workshops) (2023)
Christopher Otto, Prashanth Chandran, Gaspard Zoss, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
A Perceptual Shape Loss for Monocular 3D Face Reconstruction. Comput. Graph. Forum 42 (7) (2023)
Lingchen Yang, Gaspard Zoss, Prashanth Chandran, Paulo F. U. Gotardo, Markus H. Gross, Barbara Solenthaler, Eftychios Sifakis, Derek Bradley
An Implicit Physical Face Model Driven by Expression and Style. SIGGRAPH Asia (2023)
Christopher Otto, Prashanth Chandran, Gaspard Zoss, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
A Perceptual Shape Loss for Monocular 3D Face Reconstruction. CoRR (2023)
Karlis Martins Briedis, Abdelaziz Djelouah, Raphaël Ortiz, Mark Meyer, Markus H. Gross, Christopher Schroers
Kernel-Based Frame Interpolation for Spatio-Temporally Adaptive Rendering. SIGGRAPH (Conference Paper Track) (2023)
Manuel Kansy, Julian Balletshofer, Jacek Naruniec, Christopher Schroers, Graziana Mignone, Markus H. Gross, Romann M. Weber
Self-Supervised Effective Resolution Estimation with Adversarial Augmentations. WACV (Workshops) (2023)
D. Dorda, D. Peter, D. Borer, N. B. Huber, I. Sailer, Markus H. Gross, Barbara Solenthaler, Bernhard Thomaszewski
Differentiable Simulation for Outcome-Driven Orthognathic Surgery Planning. Comput. Graph. Forum 41 (8) (2022)
Prashanth Chandran, Gaspard Zoss, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
Facial Animation with Disentangled Identity and Motion using Transformers. Comput. Graph. Forum 41 (8) (2022)
Rafael Wampfler, Severin Klingler, Barbara Solenthaler, Victor R. Schinazi, Markus H. Gross, Christian Holz
Affective State Prediction from Smartphone Touch and Sensor Data in the Wild. CHI (2022)
Christopher Otto, Jacek Naruniec, Leonhard Helminger, Thomas Etterlin, Graziana Mignone, Prashanth Chandran, Gaspard Zoss, Christopher Schroers, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley, Romann M. Weber
Learning Dynamic 3D Geometry and Texture for Video Face Swapping. Comput. Graph. Forum 41 (7) (2022)
Gaspard Zoss, Prashanth Chandran, Eftychios Sifakis, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
Production-Ready Face Re-Aging for Visual Effects. ACM Trans. Graph. 41 (6) (2022)
Prashanth Chandran, Gaspard Zoss, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
Shape Transformers: Topology-Independent 3D Shape Models Using Transformers. Comput. Graph. Forum 41 (2) (2022)
Leonhard Helminger, Roberto Azevedo, Abdelaziz Djelouah, Markus H. Gross, Christopher Schroers
Microdosing: Knowledge Distillation for GAN based Compression. CoRR (2022)
Xianyao Zhang, Melvin Ott, Marco Manzi, Markus H. Gross, Marios Papas
Automatic Feature Selection for Denoising Volumetric Renderings. Comput. Graph. Forum 41 (4) (2022)
Byungsoo Kim, Xingchang Huang, Laura Wülfroth, Jingwei Tang, Guillaume Cordonnier, Markus H. Gross, Barbara Solenthaler
Deep Reconstruction of 3D Smoke Densities from Artist Sketches. Comput. Graph. Forum 41 (2) (2022)
Xianyao Zhang, Marco Manzi, Thijs Vogels, Henrik Dahlberg, Markus H. Gross, Marios Papas
Deep Compositional Denoising for High-quality Monte Carlo Rendering. Comput. Graph. Forum 40 (4) (2021)
Prashanth Chandran, Sebastian Winberg, Gaspard Zoss, Jérémy Riviere, Markus H. Gross, Paulo F. U. Gotardo, Derek Bradley
Rendering with style: combining traditional and neural approaches for high-quality face rendering. ACM Trans. Graph. 40 (6) (2021)
Marco Ancona, Marilou Beyeler, Markus H. Gross, Tobias Günther
MineTime Insight: Visualizing Meeting Habits to Promote Informed Scheduling Decisions. IEEE Trans. Vis. Comput. Graph. 27 (3) (2021)
Jan Rüegg, Oliver Wang, Aljoscha Smolic, Markus H. Gross
DuctTake: Spatiotemporal Video Compositing. CoRR (2021)
Jakob Jakob, Markus H. Gross, Tobias Günther
A Fluid Flow Data Set for Machine Learning and its Application to Neural Flow Map Interpolation. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Zhilin Cai, Yang Zhang, Marco Manzi, A. Cengiz Öztireli, Markus H. Gross, Tunç Ozan Aydin
Robust Image Denoising using Kernel Predicting Networks. Eurographics (Short Papers) (2021)
Karlis Martins Briedis, Abdelaziz Djelouah, Mark Meyer, Ian McGonigal, Markus H. Gross, Christopher Schroers
Neural frame interpolation for rendered content. ACM Trans. Graph. 40 (6) (2021)
Philipp Rimle, Pelin Dogan-Schönberger, Markus H. Gross
Enriching Video Captions With Contextual Text. ICPR (2020)
Ribin Chalumattu, Simone Schaub-Meyer, Robin Wiethuchter, Severin Klingler, Markus H. Gross
Simplifying the Process of Creating Augmented Outdoor Scenes. ICME Workshops (2020)
Rafael Wampfler, Severin Klingler, Barbara Solenthaler, Victor R. Schinazi, Markus H. Gross
Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data. CHI (2020)
Philipp Rimle, Pelin Dogan, Markus H. Gross
Enriching Video Captions With Contextual Text. CoRR (2020)
Prashanth Chandran, Derek Bradley, Markus H. Gross, Thabo Beeler
Attention-Driven Cropping for Very High Resolution Facial Landmark Detection. CVPR (2020)
Byungsoo Kim, Vinicius C. Azevedo, Markus H. Gross, Barbara Solenthaler
Lagrangian Neural Style Transfer for Fluids. CoRR (2020)
Irene Baeza Rojo, Markus H. Gross, Tobias Günther
Fourier Opacity Optimization for Scalable Exploration. IEEE Trans. Vis. Comput. Graph. 26 (11) (2020)
Marco Ancona, Cengiz Öztireli, Markus H. Gross
Shapley Value as Principled Metric for Structured Network Pruning. CoRR (2020)
Prashanth Chandran, Derek Bradley, Markus H. Gross, Thabo Beeler
Semantic Deep Face Models. 3DV (2020)
Leonhard Helminger, Michael Bernasconi, Abdelaziz Djelouah, Markus H. Gross, Christopher Schroers
Blind Image Restoration with Flow Based Priors. CoRR (2020)
Leonhard Helminger, Abdelaziz Djelouah, Markus H. Gross, Christopher Schroers
Lossy Image Compression with Normalizing Flows. CoRR (2020)
Aurel Gruber, Marco Fratarcangeli, Gaspard Zoss, Roman Cattaneo, Thabo Beeler, Markus H. Gross, Derek Bradley
Interactive Sculpting of Digital Faces Using an Anatomical Modeling Paradigm. Comput. Graph. Forum 39 (5) (2020)
Marco Ancona, Cengiz Öztireli, Markus H. Gross
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation. CoRR (2019)
Noel Rimensberger, Markus H. Gross, Tobias Günther
Visualization of Clouds and Atmospheric Air Flows. IEEE Computer Graphics and Applications 39 (1) (2019)
Byungsoo Kim, Vinicius C. Azevedo, Markus H. Gross, Barbara Solenthaler
Transport-Based Neural Style Transfer for Smoke Simulations. CoRR (2019)
Mubbasir Kapadia, Carlos Manuel Muñiz, Samuel S. Sohn, Ye Pan, Sasha Schriber, Kenny Mitchell, Markus H. Gross
JUNGLE: An Interactive Visual Platform for Collaborative Creation and Consumption of Nonlinear Transmedia Stories. ICIDS (2019)
Jingwei Tang, Yagiz Aksoy, Cengiz Öztireli, Markus H. Gross, Tunç Ozan Aydin
Learning-Based Sampling for Natural Image Matting. CVPR (2019)
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus H. Gross, Barbara Solenthaler
Deep Fluids: A Generative Network for Parameterized Fluid Simulations. Comput. Graph. Forum 38 (2) (2019)
Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus H. Gross, Ashutosh Modi
Generating Animations from Screenplays. CoRR (2019)
Marcel Lancelle, Pelin Dogan, Markus H. Gross
Controlling Motion Blur in Synthetic Long Time Exposures. Comput. Graph. Forum 38 (2) (2019)
Pelin Dogan, Leonid Sigal, Markus H. Gross
Neural Sequential Phrase Grounding (SeqGROUND). CoRR (2019)
Yeara Kozlov, Hongyi Xu, Moritz Bächer, Derek Bradley, Markus H. Gross, Thabo Beeler
Data-Driven Physical Face Inversion. CoRR (2019)
Pelin Dogan, Leonid Sigal, Markus H. Gross
Neural Sequential Phrase Grounding (SeqGROUND). CVPR (2019)
Pascal Bérard, Derek Bradley, Markus H. Gross, Thabo Beeler
Practical Person-Specific Eye Rigging. Comput. Graph. Forum 38 (2) (2019)
Marco Ancona, Cengiz Öztireli, Markus H. Gross
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation. ICML (2019)
Barbara Solenthaler, Severin Klingler, Tanja Käser, Markus H. Gross
Ten Years of Research on Intelligent Educational Games for Learning Spelling and Mathematics. CoRR (2018)
Simone Meyer, Victor Cornillère, Abdelaziz Djelouah, Christopher Schroers, Markus H. Gross
Deep Video Color Propagation. CoRR (2018)
Pelin Dogan, Boyang Li, Leonid Sigal, Markus H. Gross
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH). CVPR (2018)
Rushit Sanghrajka, Wojciech Witon, Sasha Schriber, Markus H. Gross, Mubbasir Kapadia
Computer-Assisted Authoring for Natural Language Story Scripts. AAAI (2018)
Nam Wook Kim, Benjamin Bach, Hyejin Im, Sasha Schriber, Markus H. Gross, Hanspeter Pfister
Visualizing Nonlinear Narratives with Story Curves. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus H. Gross, Barbara Solenthaler
Deep Fluids: A Generative Network for Parameterized Fluid Simulations. CoRR (2018)
Byungsoo Kim, Oliver Wang, A. Cengiz Öztireli, Markus H. Gross
Semantic Segmentation for Line Drawing Vectorization Using Neural Networks. Comput. Graph. Forum 37 (2) (2018)
Leonhard Helminger, Abdelaziz Djelouah, Markus H. Gross, Romann M. Weber
Disentangled Dynamic Representations from Unordered Data. CoRR (2018)
Simone Meyer, Victor Cornillère, Abdelaziz Djelouah, Christopher Schroers, Markus H. Gross
Deep Video Color Propagation. BMVC (2018)
Marcel Marti, Jodok Vieli, Wojciech Witon, Rushit Sanghrajka, Daniel Inversini, Diana Wotruba, Isabel Simo, Sasha Schriber, Mubbasir Kapadia, Markus H. Gross
CARDINAL: Computer Assisted Authoring of Movie Scripts. IUI (2018)
Riccardo Roveri, Lukas Rahmann, Cengiz Öztireli, Markus H. Gross
A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation. CVPR (2018)
Irene Baeza Rojo, Markus H. Gross, Tobias Günther
Visualizing the Phase Space of Heterogeneous Inertial Particles in 2D Flows. Comput. Graph. Forum 37 (3) (2018)
Riccardo Roveri, A. Cengiz Öztireli, Ioana Pandele, Markus H. Gross
PointProNets: Consolidation of Point Clouds with Convolutional Neural Networks. Comput. Graph. Forum 37 (2) (2018)
Vincent Fortuin, Romann M. Weber, Sasha Schriber, Diana Wotruba, Markus H. Gross
InspireMe: Learning Sequence Models for Stories. AAAI (2018)
Pelin Dogan, Boyang Li, Leonid Sigal, Markus H. Gross
LSTM stack-based Neural Multi-sequence Alignment TeCHnique (NeuMATCH). CoRR (2018)
Simone Meyer, Abdelaziz Djelouah, Brian McWilliams, Alexander Sorkine-Hornung, Markus H. Gross, Christopher Schroers
PhaseNet for Video Frame Interpolation. CoRR (2018)
Antoine Milliez, Robert W. Sumner, Markus H. Gross, Bernhard Thomaszewski
HairControl: A Tracking Solution for Directable Hair Simulation. Comput. Graph. Forum 37 (8) (2018)
Simone Meyer, Abdelaziz Djelouah, Brian McWilliams, Alexander Sorkine-Hornung, Markus H. Gross, Christopher Schroers
PhaseNet for Video Frame Interpolation. CVPR (2018)
Endri Dibra, Silvan Melchior, Ali Balkis, Thomas Wolf, Cengiz Öztireli, Markus H. Gross
Monocular RGB Hand Pose Inference From Unsupervised Refinable Nets. CVPR Workshops (2018)
Monique Meuschke, Tobias Günther, Ralph Wickenhöfer, Markus H. Gross, Bernhard Preim, Kai Lawonn
Management of Cerebral Aneurysm Descriptors based on an Automatic Ostium Extraction. IEEE Computer Graphics and Applications 38 (3) (2018)
Riccardo Roveri, Dirk J. Lehmann, Markus H. Gross, Tobias Günther
Correlated Point Sampling for Geospatial Scalar Field Visualization. VMV (2018)
Tobias Günther, Holger Theisel, Markus H. Gross
Decoupled Opacity Optimization for Points, Lines and Surfaces. Comput. Graph. Forum 36 (2) (2017)
Marco Ancona, Enea Ceolini, A. Cengiz Öztireli, Markus H. Gross
A unified view of gradient-based attribution methods for Deep Neural Networks. CoRR (2017)
Yeara Kozlov, Derek Bradley, Moritz Bächer, Bernhard Thomaszewski, Thabo Beeler, Markus H. Gross
Enriching Facial Blendshape Rigs with Physical Simulation. Comput. Graph. Forum 36 (2) (2017)
Riccardo Roveri, A. Cengiz Öztireli, Markus H. Gross
General Point Sampling with Adaptive Density and Correlations. Comput. Graph. Forum 36 (2) (2017)
Vittorio Megaro, Espen Knoop, Andrew Spielberg, David I. W. Levin, Wojciech Matusik, Markus H. Gross, Bernhard Thomaszewski, Moritz Bächer
Designing cable-driven actuation networks for kinematic chains and trees. Symposium on Computer Animation (2017)
Tanja Käser, Severin Klingler, Alexander G. Schwing, Markus H. Gross
Dynamic Bayesian Networks for Student Modeling. IEEE Trans. Learn. Technol. 10 (4) (2017)
Qian Zhang, Yu Guo, Pierre-Yves Laffont, Tobias Martin, Markus H. Gross
A Virtual Try-On System for Prescription Eyeglasses. IEEE Computer Graphics and Applications 37 (4) (2017)
Severin Klingler, Rafael Wampfler, Tanja Käser, Barbara Solenthaler, Markus H. Gross
Efficient Feature Embeddings for Student Classification with Variational Auto-encoders. EDM (2017)
Simon Kallweit, Thomas Müller, Brian McWilliams, Markus H. Gross, Jan Novák
Deep scattering: rendering atmospheric clouds with radiance-predicting neural networks. ACM Trans. Graph. 36 (6) (2017)
Rémy Siegfried, Severin Klingler, Markus H. Gross, Robert W. Sumner, Francesco Mondada, Stéphane Magnenat
Improved Mobile Robot Programming Performance through Real-time Program Assessment. ITiCSE (2017)
Endri Dibra, Thomas Wolf, A. Cengiz Öztireli, Markus H. Gross
How to Refine 3D Hand Pose Estimation from Unlabelled Depth Data? 3DV (2017)
Tobias Günther, Markus H. Gross, Holger Theisel
Generic objective vortices for flow visualization. ACM Trans. Graph. 36 (4) (2017)
Thomas Müller, Markus H. Gross, Jan Novák
Practical Path Guiding for Efficient Light-Transport Simulation. Comput. Graph. Forum 36 (4) (2017)
Simon Kallweit, Thomas Müller, Brian McWilliams, Markus H. Gross, Jan Novák
Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Markus H. Gross