Christoph D. Hofer

17 papers A* 5Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	Dissecting Supervised Constrastive Learning. ICML Florian Graf, Christoph D. Hofer, Marc Niethammer, Roland Kwitt
2021	J	`jnl`	Dissecting Supervised Constrastive Learning. CoRR Florian Graf, Christoph D. Hofer, Marc Niethammer, Roland Kwitt
2021	A*	`conf`	Topological Attention for Time Series Forecasting. NeurIPS Sebastian Zeng, Florian Graf, Christoph D. Hofer, Roland Kwitt
2021	J	`jnl`	Topological Attention for Time Series Forecasting. CoRR Sebastian Zeng, Florian Graf, Christoph D. Hofer, Roland Kwitt
2020	J	`jnl`	An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI. Comput. Biol. Medicine Christoph D. Hofer, Roland Kwitt, Yvonne Höller, Eugen Trinka, Andreas Uhl
2020	A*	`conf`	Graph Filtration Learning. ICML Christoph D. Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt
2020	J	`jnl`	Prediction of Cognitive Decline in Temporal Lobe Epilepsy and Mild Cognitive Impairment by EEG, MRI, and Neuropsychology. Comput. Intell. Neurosci. Yvonne Höller, Kevin Butz, Aljoscha Thomschewski, Elisabeth Schmid, Christoph D. Hofer, Andreas Uhl, Arne C. Bathke, Wolfgang Staffen, Raffaele Nardone, Fabian Schwimmbeck, Markus Leitinger, Georgi Kuchukhidze, Marlene Derner, Jürgen Fell, Eugen Trinka
2020	A*	`conf`	Topologically Densified Distributions. ICML Christoph D. Hofer, Florian Graf, Marc Niethammer, Roland Kwitt
2020	J	`jnl`	Topologically Densified Distributions. CoRR Christoph D. Hofer, Florian Graf, Marc Niethammer, Roland Kwitt
2019	A*	`conf`	Connectivity-Optimized Representation Learning via Persistent Homology. ICML Christoph D. Hofer, Roland Kwitt, Marc Niethammer, Mandar Dixit
2019	J	`jnl`	Connectivity-Optimized Representation Learning via Persistent Homology. CoRR Christoph D. Hofer, Roland Kwitt, Mandar Dixit, Marc Niethammer
2019	J	`jnl`	Graph Filtration Learning. CoRR Christoph D. Hofer, Roland Kwitt, Marc Niethammer
2019	J	`jnl`	Learning Representations of Persistence Barcodes. J. Mach. Learn. Res. Christoph D. Hofer, Roland Kwitt, Marc Niethammer
2017	—	`conf`	Constructing Shape Spaces from a Topological Perspective. IPMI Christoph D. Hofer, Roland Kwitt, Marc Niethammer, Yvonne Höller, Eugen Trinka, Andreas Uhl
2017	—	`conf`	Deep Learning with Topological Signatures. NIPS Christoph D. Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl
2017	J	`jnl`	Deep Learning with Topological Signatures. CoRR Christoph D. Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl
2017	—	`conf`	Simple domain adaptation for cross-dataset analyses of brain MRI data. ISBI Christoph D. Hofer, Roland Kwitt, Yvonne Höller, Eugen Trinka, Andreas Uhl