Konrad Schindler

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 190

Top Venues

Publications

Maciej Wielgosz, Stefano Puliti, Binbin Xiang, Konrad Schindler, Rasmus Astrup
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data. CoRR (2024)
Michelle Halbheer, Dominik J. Mühlematter, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks. CoRR (2024)
Xiang Zhang, Bingxin Ke, Hayko Riemenschneider, Nando Metzger, Anton Obukhov, Markus Gross, Konrad Schindler, Christopher Schroers
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation. CoRR (2024)
Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni, Konrad Schindler, Nicolas Gonthier, Loïc Landrieu
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation. CoRR (2024)
Theodora Kontogianni, Yuanwen Yue, Siyu Tang, Konrad Schindler
Is Continual Learning Ready for Real-world Challenges? CoRR (2024)
Xuyang Chen, Dong Wang, Konrad Schindler, Mingwei Sun, Yongliang Wang, Nicoló Savioli, Liqiu Meng
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text. AAAI (2024)
Olivier Dietrich, Torben Peters, Vivien Sainte Fare Garnot, Valerie Sticher, Thao Ton-That Whelan, Konrad Schindler, Jan Dirk Wegner
An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series. CoRR (2024)
Lea Bogensperger, Dominik Narnhofer, Alexander Falk, Konrad Schindler, Thomas Pock
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms. CoRR (2024)
Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
Recognition of Unseen Bird Species by Learning from Field Guides. WACV (2024)
Tianfu Wang, Anton Obukhov, Konrad Schindler
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models. CoRR (2024)
Ghjulia Sialelli, Torben Peters, Jan D. Wegner, Konrad Schindler
AGBD: A Global-scale Biomass Dataset. CoRR (2024)
Yuanwen Yue, Sabarinath Mahadevan, Jonas Schult, Francis Engelmann, Bastian Leibe, Konrad Schindler, Theodora Kontogianni
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation. ICLR (2024)
Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler
Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds. CoRR (2024)
Ata Çelen, Guo Han, Konrad Schindler, Luc Van Gool, Iro Armeni, Anton Obukhov, Xi Wang
I-Design: Personalized LLM Interior Designer. CoRR (2024)
Corinne Stucker, Vivien Sainte Fare Garnot, Konrad Schindler
U-TILISE: A Sequence-to-Sequence Model for Cloud Removal in Optical Satellite Time Series. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Sidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps. SIGSPATIAL/GIS (2023)
Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider
Artificial intelligence to advance Earth observation: a perspective. CoRR (2023)
Tianfu Wang, Menelaos Kanakis, Konrad Schindler, Luc Van Gool, Anton Obukhov
Breathing New Life into 3D Assets with Generative Repainting. CoRR (2023)
Shengyu Huang, Zan Gojcic, Zian Wang, Francis Williams, Yoni Kasten, Sanja Fidler, Konrad Schindler, Or Litany
Neural LiDAR Fields for Novel View Synthesis. ICCV (2023)
Nadine Rueegg, Silvia Zuffi, Konrad Schindler, Michael J. Black
BARC: Breed-Augmented Regression Using Classification for 3D Dog Reconstruction from Images. Int. J. Comput. Vis. 131 (8) (2023)
Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler
Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring. SDS (2023)
Han Sun, Rui Gong, Konrad Schindler, Luc Van Gool
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory. CoLLAs (2023)
Omer Kantarcioglu, Sultan Kocaman, Konrad Schindler
Artificial neural networks for assessing forest fire susceptibility in Türkiye. Ecol. Informatics 75 (2023)
Shengyu Huang, Zan Gojcic, Zian Wang, Francis Williams, Yoni Kasten, Sanja Fidler, Konrad Schindler, Or Litany
Neural LiDAR Fields for Novel View Synthesis. CoRR (2023)
Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
BiasBed - Rigorous Texture Bias Evaluation. CVPR (2023)
Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni, Torben Peters, Stefano Puliti, Rasmus Astrup, Konrad Schindler
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning. CoRR (2023)
Binbin Xiang, Torben Peters, Theodora Kontogianni, Frawa Vetterli, Stefano Puliti, Rasmus Astrup, Konrad Schindler
Towards accurate instance segmentation in large-scale LiDAR point clouds. CoRR (2023)
Yuchang Jiang, Vivien Sainte Fare Garnot, Konrad Schindler, Jan Dirk Wegner
Mixture of Experts with Uncertainty Voting for Imbalanced Deep Regression Problems. CoRR (2023)
Liyuan Zhu, Shengyu Huang, Konrad Schindler, Iro Armeni
Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments. CoRR (2023)
Nadine Rüegg, Shashank Tripathi, Konrad Schindler, Michael J. Black, Silvia Zuffi
BITE: Beyond Priors for Improved Three-D Dog Pose Estimation. CVPR (2023)
Liyuan Zhu, Yuru Jia, Shengyu Huang, Nicholas Meyer, Andreas Wieser, Konrad Schindler, Jordan Aaron
DeFlow: Self-supervised 3D Motion Estimation of Debris Flow. CVPR Workshops (2023)
Yuanwen Yue, Theodora Kontogianni, Konrad Schindler, Francis Engelmann
Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries. CVPR (2023)
Yuchang Jiang, Marius Rüetschi, Vivien Sainte Fare Garnot, Mauro Marty, Konrad Schindler, Christian Ginzler, Jan D. Wegner
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain. CoRR (2023)
Yuanwen Yue, Sabarinath Mahadevan, Jonas Schult, Francis Engelmann, Bastian Leibe, Konrad Schindler, Theodora Kontogianni
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation. CoRR (2023)
Theodora Kontogianni, Ekin Celikkan, Siyu Tang, Konrad Schindler
Interactive Object Segmentation in 3D Point Clouds. ICRA (2023)
Corinne Stucker, Vivien Sainte Fare Garnot, Konrad Schindler
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series. CoRR (2023)
Tao Sun, Yan Hao, Shengyu Huang, Silvio Savarese, Konrad Schindler, Marc Pollefeys, Iro Armeni
Nothing Stands Still: A Spatiotemporal Benchmark on 3D Point Cloud Registration Under Large Geometric and Temporal Change. CoRR (2023)
Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. CoRR (2023)
Xuyang Chen, Dong Wang, Konrad Schindler, Mingwei Sun, Yongliang Wang, Nicoló Savioli, Liqiu Meng
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text. CoRR (2023)
Binbin Xiang, Yuanwen Yue, Torben Peters, Konrad Schindler
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds. CoRR (2023)
Hanfeng Wu, Xingxing Zuo, Stefan Leutenegger, Or Litany, Konrad Schindler, Shengyu Huang
Dynamic LiDAR Re-simulation using Compositional Neural Fields. CoRR (2023)
Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. CoRR (2023)
Han Sun, Rui Gong, Konrad Schindler, Luc Van Gool
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory. CoRR (2023)
Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler
High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2. CoRR (2023)
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution. CoRR (2023)
Sidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps. CoRR (2023)
Liyuan Zhu, Yuru Jia, Shengyu Huang, Nicholas Meyer, Andreas Wieser, Konrad Schindler, Jordan Aaron
DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow. CoRR (2023)
Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CVPR (2023)
Tianfu Wang, Menelaos Kanakis, Konrad Schindler, Luc Van Gool, Anton Obukhov
Breathing New Life into 3D Assets with Generative Repainting. BMVC (2023)
Yuru Jia, Lukas Hoyer, Shengyu Huang, Tianfu Wang, Luc Van Gool, Konrad Schindler, Anton Obukhov
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control. CoRR (2023)
Shengyu Huang, Zan Gojcic, Jiahui Huang, Andreas Wieser, Konrad Schindler
Dynamic 3D Scene Analysis by Point Cloud Accumulation. CoRR (2022)
Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
BiasBed - Rigorous Texture Bias Evaluation. CoRR (2022)
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. CoRR (2022)
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
Learning Graph Regularisation for Guided Super-Resolution. CVPR (2022)
Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana. CoRR (2022)
Corinne Stucker, Bingxin Ke, Yuanwen Yue, Shengyu Huang, Iro Armeni, Konrad Schindler
ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields. CoRR (2022)
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Gating Revisited: Deep Multi-Layer RNNs That can be Trained. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Ye Hong, Yatao Zhang, Konrad Schindler, Martin Raubal
Context-aware multi-head self-attentional neural network model for next location prediction. CoRR (2022)
Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. CoRR (2022)
Nico Lang, Walter Jetz, Konrad Schindler, Jan Dirk Wegner
A high-resolution canopy height model of the Earth. CoRR (2022)
Theodora Kontogianni, Ekin Celikkan, Siyu Tang, Konrad Schindler
Interactive Object Segmentation in 3D Point Clouds. CoRR (2022)
Angela Dai, Jana Kosecka, Gin Hee Lee, Konrad Schindler
Message from the Program Chairs: 3DV 2022. 3DV (2022)
Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR (2022)
Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
Zero-Shot Bird Species Recognition by Learning from Field Guides. CoRR (2022)
Nikolai Kalischek, Torben Peters, Jan D. Wegner, Konrad Schindler
Tetrahedral Diffusion Models for 3D Shape Generation. CoRR (2022)
René Ranftl, Katrin Lasinger, David Hafner, Konrad Schindler, Vladlen Koltun
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
tntorch: Tensor Network Learning with PyTorch. CoRR (2022)
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
Learning Graph Regularisation for Guided Super-Resolution. CoRR (2022)
Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CoRR (2022)
Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool
TT-NF: Tensor Train Neural Fields. CoRR (2022)
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shengyu Huang, Zan Gojcic, Jiahui Huang, Andreas Wieser, Konrad Schindler
Dynamic 3D Scene Analysis by Point Cloud Accumulation. ECCV (38) (2022)
Manu Tom, Yuchang Jiang, Emmanuel Baltsavias, Konrad Schindler
Learning a Joint Embedding of Multiple Satellite Sensors: A Case Study for Lake Ice Monitoring. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. NeurIPS (2022)
Nadine Rüegg, Silvia Zuffi, Konrad Schindler, Michael J. Black
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information. CVPR (2022)
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
tntorch: Tensor Network Learning with PyTorch. J. Mach. Learn. Res. 23 (2022)
Nadine Rueegg, Silvia Zuffi, Konrad Schindler, Michael J. Black
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information. CoRR (2022)
Yuanwen Yue, Theodora Kontogianni, Konrad Schindler, Francis Engelmann
Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries. CoRR (2022)
Mikhail Usvyatsov, Rafael Ballester, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. BMVC (2022)
Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler
Predator: Registration of 3D Point Clouds With Low Overlap. CVPR (2021)
Claudio Mura, Renato Pajarola, Konrad Schindler, Niloy J. Mitra
Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories. Comput. Graph. Forum 40 (2) (2021)
Claudio Mura, Renato Pajarola, Konrad Schindler, Niloy J. Mitra
Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories. CoRR (2021)
Daniel Scharstein, Angela Dai, Daniel Kondermann, Torsten Sattler, Konrad Schindler
Guest Editorial: Special Issue on Performance Evaluation in Computer Vision. Int. J. Comput. Vis. 129 (7) (2021)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. ICCV (2021)
Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning. CoRR (2021)
Mehmet Ozgur Turkoglu, Eric Brachmann, Konrad Schindler, Gabriel J. Brostow, Aron Monszpart
Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision. 3DV (2021)
Tianyu Wu, Konrad Schindler, Cenek Albl
3D Reconstruction from public webcams. CoRR (2021)
Nico Lang, Nikolai Kalischek, John Armston, Konrad Schindler, Ralph Dubayah, Jan Dirk Wegner
Global canopy height estimation with GEDI LIDAR waveforms and Bayesian deep learning. CoRR (2021)
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner
Mapping oil palm density at country scale: An active learning approach. CoRR (2021)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. CoRR (2021)
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
Mapping Vulnerable Populations with AI. CoRR (2021)
Mehmet Ozgur Turkoglu, Eric Brachmann, Konrad Schindler, Gabriel J. Brostow, Aron Monszpart
Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision. CoRR (2021)
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds. ICLR (2021)
Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs. CoRR (2021)
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner
Crop mapping from image time series: deep learning with multi-scale label hierarchies. CoRR (2021)
Guillaume Rousset, Marc Despinoy, Konrad Schindler, Morgan Mangeas
Assessment of Deep Learning Techniques for Land Use Land Cover Classification in Southern New Caledonia. Remote. Sens. 13 (12) (2021)
Manu Tom, Yuchang Jiang, Emmanuel Baltsavias, Konrad Schindler
Learning a Sensor-invariant Embedding of Satellite Data: A Case Study for Lake Ice Monitoring. CoRR (2021)
Nikolai Kalischek, Jan D. Wegner, Konrad Schindler
In the Light of Feature Distributions: Moment Matching for Neural Style Transfer. CVPR (2021)
Manu Tom, Tianyu Wu, Emmanuel Baltsavias, Konrad Schindler
Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Konrad Schindler