Simon A. A. Kohl

13 papers Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2020	—	`conf`	Abstract: Deep Probabilistic Modeling of Glioma Growth. Bildverarbeitung für die Medizin Jens Petersen, Paul F. Jäger, Fabian Isensee, Simon A. A. Kohl, Ulf Neuberger, Wolfgang Wick, Jürgen Debus, Sabine Heiland, Martin Bendszus, Philipp Kickingereder, Klaus H. Maier-Hein
2020	—	`—`	Semantic Segmentation of Ambiguous Images Simon A. A. Kohl
2019	J	`jnl`	A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients. CoRR David Zimmerer, Jens Petersen, Simon A. A. Kohl, Klaus H. Maier-Hein
2019	J	`jnl`	A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities. CoRR Simon A. A. Kohl, Bernardino Romera-Paredes, Klaus H. Maier-Hein, Danilo Jimenez Rezende, S. M. Ali Eslami, Pushmeet Kohli, Andrew Zisserman, Olaf Ronneberger
2019	—	`conf`	Deep Probabilistic Modeling of Glioma Growth. MICCAI (2) Jens Petersen, Paul F. Jäger, Fabian Isensee, Simon A. A. Kohl, Ulf Neuberger, Wolfgang Wick, Jürgen Debus, Sabine Heiland, Martin Bendszus, Philipp Kickingereder, Klaus H. Maier-Hein
2019	J	`jnl`	Deep Probabilistic Modeling of Glioma Growth. CoRR Jens Petersen, Paul F. Jäger, Fabian Isensee, Simon A. A. Kohl, Ulf Neuberger, Wolfgang Wick, Jürgen Debus, Sabine Heiland, Martin Bendszus, Philipp Kickingereder, Klaus H. Maier-Hein
2019	—	`conf`	Reg R-CNN: Lesion Detection and Grading Under Noisy Labels. UNSURE/CLIP@MICCAI Gregor N. Ramien, Paul F. Jaeger, Simon A. A. Kohl, Klaus H. Maier-Hein
2019	J	`jnl`	Reg R-CNN: Lesion Detection and Grading under Noisy Labels. CoRR Gregor N. Ramien, Paul F. Jaeger, Simon A. A. Kohl, Klaus H. Maier-Hein
2019	—	`conf`	Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection. ML4H@NeurIPS Paul F. Jaeger, Simon A. A. Kohl, Sebastian Bickelhaupt, Fabian Isensee, Tristan Anselm Kuder, Heinz-Peter Schlemmer, Klaus H. Maier-Hein
2019	J	`jnl`	nnU-Net: Breaking the Spell on Successful Medical Image Segmentation. CoRR Fabian Isensee, Jens Petersen, Simon A. A. Kohl, Paul F. Jäger, Klaus H. Maier-Hein
2018	J	`jnl`	A Probabilistic U-Net for Segmentation of Ambiguous Images. CoRR Simon A. A. Kohl, Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, S. M. Ali Eslami, Danilo Jimenez Rezende, Olaf Ronneberger
2018	J	`jnl`	Context-encoding Variational Autoencoder for Unsupervised Anomaly Detection. CoRR David Zimmerer, Simon A. A. Kohl, Jens Petersen, Fabian Isensee, Klaus H. Maier-Hein
2018	J	`jnl`	Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection. CoRR Paul F. Jaeger, Simon A. A. Kohl, Sebastian Bickelhaupt, Fabian Isensee, Tristan Anselm Kuder, Heinz-Peter Schlemmer, Klaus H. Maier-Hein