Benjamin Risse

68 papers A 8B 1C 1Misc 1Journal 42Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Personality Adaptation in Large Language Models via State Machines. CoRR Leon Pielage, Ole Hätscher, Mitja Back, Bernhard Marschall, Benjamin Risse
2026	J	`jnl`	FixationFormer: Direct Utilization of Expert Gaze Trajectories for Chest X-Ray Classification. CoRR Daniel Beckmann, Benjamin Risse
2026	J	`jnl`	GazeXPErT: An Expert Eye-tracking Dataset for Interpretable and Explainable AI in Oncologic FDG-PET/CT Scans. CoRR Joy T. Wu, Daniel Beckmann, Sarah Miller, Alexander Lee, Elizabeth Theng, Stephan Altmayer, Ken Chang, David Kersting, Tomoaki Otani, Brittany Z. Dashevsky, Hye Lim Park, Matteo Novello, Kip Guja, Curtis Langlotz, Ismini Lourentzou, Daniel Gruhl, Benjamin Risse, Guido A. Davidzon
2026	J	`jnl`	deepmriprep: voxel-based morphometry preprocessing via deep neural networks. Nat. Comput. Sci. Lukas Fisch, Nils R. Winter, Janik Goltermann, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Maximilian Konowski, Ramona Leenings, Tiana Borgers, Kira Flinkenflügel, Dominik Grotegerd, Anna Kraus, Elisabeth J. Leehr, Susanne Meinert, Frederike Stein, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Marco Hermesdorf, Hamidreza Jamalabadi, Andreas J. Forstner, Igor Nenadic, Benjamin Straube, Tilo Kircher, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2025	J	`jnl`	Activation Functions in Non-Negative Neural Networks. IEEE Access Marlon Becker, Dominik Drees, Frank Brückerhoff-Plückelmann, Carsten Schuck, Wolfram H. P. Pernice, Benjamin Risse
2025	J	`jnl`	Gated recurrent units for modelling time series of soil temperature and moisture: An assessment of performance and process reflectivity. Environ. Model. Softw. Maiken Baumberger, Bettina Haas, Walter Tewes, Benjamin Risse, Nele Meyer, Hanna Meyer
2025	J	`jnl`	GaussianFlowOcc: Sparse and Weakly Supervised Occupancy Estimation using Gaussian Splatting and Temporal Flow. CoRR Simon Boeder, Fabian Gigengack, Benjamin Risse
2025	—	`conf`	Geovicla: Automated Classification of Interactive Web-Based Geovisualizations. GIScience Phil Hüffer, Auriol Degbelo, Benjamin Risse
2025	—	`conf`	Human Gaze Improves Vision Transformers by Token Masking. WACV (Workshops) Jacqueline Kockwelp, Daniel Beckmann, Benjamin Risse
2025	A	`conf`	Interactive High-Quality Skin Lesion Generation using Diffusion Models for VR-based Dermatological Education. IUI Leon Pielage, Paul Schmidle, Bernhard Marschall, Benjamin Risse
2025	A	`conf`	Investigating Imaging, Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images. WACV Sebastian Thiele, Jacqueline Kockwelp, Joachim Wistuba, Sabine Kliesch, Jörg Gromoll, Benjamin Risse
2025	—	`conf`	LangOcc: Open Vocabulary Occupancy Estimation via Volume Rendering. 3DV Simon Boeder, Fabian Gigengack, Benjamin Risse
2025	J	`jnl`	MARTHA - Combining gaze into deep learning for fully quantitative human testicular histology analysis. Comput. Biol. Medicine Jacqueline Kockwelp, Sabine Kliesch, Jörg Gromoll, Joachim Wistuba, Benjamin Risse
2025	A	`conf`	OccFlowNet: Occupancy Estimation via Differentiable Rendering and Occupancy Flow. WACV Simon Boeder, Benjamin Risse
2025	J	`jnl`	Palace: A Library for Interactive GPU-Accelerated Large Tensor Processing and Visualization. CoRR Dominik Drees, Benjamin Risse
2025	J	`jnl`	Rethinking interaction design - special implications for interaction concepts in medical education using virtual reality. Virtual Real. Anna Junga, Philipp Bozdere, Ole Hätscher, Sönke Scherzer, Paul Schmidle, Henriette Schulze, Leon Pielage, Pascal Kockwelp, Marcel Meyerheim, Marvin Mergen, Benjamin Risse, Bernhard Marschall, Tina Glückselig, Kathrin Ungru, Michael Schmitz, Mert Akbal, Corbin Sassen, Jennifer Schwarz, Friederike Wagner
2025	J	`jnl`	ShelfOcc: Native 3D Supervision beyond LiDAR for Vision-Based Occupancy Estimation. CoRR Simon Boeder, Fabian Gigengack, Simon Roesler, Holger Caesar, Benjamin Risse
2025	J	`jnl`	Towards population scale testis volume segmentation in DIXON MRI. Comput. Biol. Medicine Jan Ernsting, Philipp Nikolas Beeken, Lynn Ogoniak, Jacqueline Kockwelp, Wolfgang Roll, Tim Hahn, Alexander Siegfried Busch, Benjamin Risse
2025	J	`jnl`	WildDrone: autonomous drone technology for monitoring wildlife populations. Frontiers Robotics AI Ulrik Pagh Schultz Lundquist, Saadia Afridi, Clément Berthelot, Nguyen Ngoc Dat, Kasper Hlebowicz, Elena Iannino, Lucie Laporte-Devylder, Guy Maalouf, Giacomo May, Kilian Meier, Constanza A. Molina Catricheo, Edouard G. A. Rolland, Camille Rondeau Saint-Jean, Vandita Shukla, Tilo Burghardt, Anders Lyhne Christensen, Blair R. Costelloe, Matthijs Damen, Andrea Flack, Kjeld Jensen, Henrik Skov Midtiby, Majid Mirmehdi, Fabio Remondino, Thomas Richardson, Benjamin Risse, Devis Tuia, Magnus Wahlberg, Dylan Cawthorne, Steve Bullock, William Njoroge, Samuel Mutisya, Matthew Watson, Elzbieta Pastucha
2024	J	`jnl`	Hatching-Box: Monitoring the Rearing Process of Drosophila Using an Embedded Imaging and in-vial Detection System. CoRR Julian Bigge, Maite Ogueta, Luis Garcia, Benjamin Risse
2024	J	`jnl`	LangOcc: Self-Supervised Open Vocabulary Occupancy Estimation via Volume Rendering. CoRR Simon Boeder, Fabian Gigengack, Benjamin Risse
2024	J	`jnl`	Learned Random Label Predictions as a Neural Network Complexity Metric. CoRR Marlon Becker, Benjamin Risse
2024	—	`conf`	Learning Proposal Distributions in Simulated Annealing via Template Networks: A Case Study in Nanophotonic Inverse Design. ICPR (8) Marlon Becker, Marco Butz, David Lemli, Carsten Schuck, Benjamin Risse
2024	J	`jnl`	Momentum-SAM: Sharpness Aware Minimization without Computational Overhead. CoRR Marlon Becker, Frederick Altrock, Benjamin Risse
2024	J	`jnl`	OccFlowNet: Towards Self-supervised Occupancy Estimation via Differentiable Rendering and Occupancy Flow. CoRR Simon Boeder, Fabian Gigengack, Benjamin Risse
2024	—	`conf`	S-ROPE: Spectral Frame Representation of Periodic Events. ECCV Workshops (24) Luis Garcia Rodriguez, Jonas Konrad, Dominik Drees, Benjamin Risse
2024	A	`conf`	Solving the Plane-Sphere Ambiguity in Top-Down Structure-from-Motion. WACV Lars Haalck, Benjamin Risse
2024	J	`jnl`	Towards Population Scale Testis Volume Segmentation in DIXON MRI. CoRR Jan Ernsting, Phillip Nikolas Beeken, Lynn Ogoniak, Jacqueline Kockwelp, Tim Hahn, Alexander Siegfried Busch, Benjamin Risse
2024	A	`conf`	Towards a Dynamic Vision Sensor-based Insect Camera Trap. WACV Eike Gebauer, Sebastian Thiele, Pierre Ouvrard, Adrien Sicard, Benjamin Risse
2024	A	`conf`	Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks. WACV Lars Haalck, Sebastian Thiele, Benjamin Risse
2024	J	`jnl`	VR-based Competence Training at Scale: Teaching Clinical Skills in the Context of Virtual Brain Death Examination. Proc. ACM Hum. Comput. Interact. Pascal Kockwelp, Marcel Meyerheim, Dimitar Valkov, Marvin Mergen, Anna Junga, Antonio Krüger, Bernhard Marschall, Markus Holling, Benjamin Risse
2024	J	`jnl`	deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. Comput. Biol. Medicine Lukas Fisch, Stefan Zumdick, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn
2024	J	`jnl`	deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks. CoRR Lukas Fisch, Nils R. Winter, Janik Goltermann, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Maximilian Konowski, Ramona Leenings, Tiana Borgers, Kira Flinkenflügel, Dominik Grotegerd, Anna Kraus, Elisabeth J. Leehr, Susanne Meinert, Frederike Stein, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Marco Hermesdorf, Hamidreza Jamalabadi, Andreas Jansen, Igor Nenadic, Benjamin Straube, Tilo Kircher, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2024	J	`jnl`	pyAKI - An Open Source Solution to Automated KDIGO classification. CoRR Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo Caspar von Groote
2023	J	`jnl`	Adaptive Photochemical Nonlinearities for Optical Neural Networks. Adv. Intell. Syst. Marlon Becker, Jan Riegelmeyer, Maximilian David Seyfried, Bart Jan Ravoo, Carsten Schuck, Benjamin Risse
2023	J	`jnl`	Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. CoRR Lukas Fisch, Stefan Zumdick, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn
2023	A	`conf`	EyeGuide - From Gaze Data to Instance Segmentation. BMVC Jacqueline Kockwelp, Jörg Gromoll, Joachim Wistuba, Benjamin Risse
2023	J	`jnl`	From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling. CoRR Jan Ernsting, Nils R. Winter, Ramona Leenings, Kelvin Sarink, Carlotta B. C. Barkhau, Lukas Fisch, Daniel Emden, Vincent Holstein, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, NAKO Investigators, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2023	—	`conf`	SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation. Gaze Meets ML Daniel Beckmann, Jacqueline Kockwelp, Jörg Gromoll, Friedemann Kiefer, Benjamin Risse
2022	—	`conf`	Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia. CVPR Workshops Jacqueline Kockwelp, Sebastian Thiele, Pascal Kockwelp, Jannis Bartsch, Christoph Schliemann, Linus Angenendt, Benjamin Risse
2022	B	`conf`	Narrowing Attention in Capsule Networks. ICPR Sebastian Thiele, Benjamin Risse
2022	—	`conf`	Towards VR Simulation-Based Training in Brain Death Determination. VR Workshops Pascal Kockwelp, Anna Junga, Dimitar Valkov, Bernhard Marschall, Markus Holling, Benjamin Risse
2021	J	`jnl`	An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. CoRR Tim Hahn, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Lukas Fisch, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Tilo Kircher, Benjamin Risse, Christian Gaser, James H. Cole, Udo Dannlowski, Klaus Berger
2021	A	`conf`	Embedded Dense Camera Trajectories in Multi-Video Image Mosaics by Geodesic Interpolation-based Reintegration. WACV Lars Haalck, Benjamin Risse
2021	J	`jnl`	Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR Lukas Fisch, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn
2021	J	`jnl`	Resolving Colliding Larvae by Fitting ASM to Random Walker-Based Pre-Segmentations. IEEE ACM Trans. Comput. Biol. Bioinform. Ang Bian, Xiaoyi Jiang, Dimitri Berh, Benjamin Risse
2021	J	`jnl`	Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
2021	J	`jnl`	The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. CoRR Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse
2021	—	`conf`	Touch Recognition on Complex 3D Printed Surfaces using Filter Response Analysis. VR Workshops Dimitar Valkov, Sebastian Thiele, Karim Huesmann, Eike Gebauer, Benjamin Risse
2020	J	`jnl`	Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. CoRR Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse
2020	—	`conf`	Friends with Benefits: Wie Deep-Learning basierte Bildanalyse und kulturhistorische Heraldik voneinander profitieren. DHd Torsten Hiltmann, Sebastian Thiele, Benjamin Risse
2020	J	`jnl`	PHOTON - A Python API for Rapid Machine Learning Model Development. CoRR Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Jakob Steenweg, Julian Gebker, Kelvin Sarink, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
2020	—	`conf`	The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. ICPR Workshops (3) Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse
2019	J	`jnl`	From skylight input to behavioural output: A computational model of the insect polarised light compass. PLoS Comput. Biol. Evripidis Gkanias, Benjamin Risse, Michael Mangan, Barbara Webb
2018	J	`jnl`	Automatic non-invasive heartbeat quantification of Comput. Biol. Medicine Dimitri Berh, Aaron Scherzinger, Nils Otto, Xiaoyi Jiang, Christian Klämbt, Benjamin Risse
2018	—	`conf`	Deep Distance Transform to Segment Visually Indistinguishable Merged Objects. GCPR Sören Klemm, Xiaoyi Jiang, Benjamin Risse
2018	J	`jnl`	Software to convert terrestrial LiDAR scans of natural environments into photorealistic meshes. Environ. Model. Softw. Benjamin Risse, Michael Mangan, Wolfgang Stürzl, Barbara Webb
2017	J	`jnl`	An FIM-Based Long-Term In-Vial Monitoring System for Drosophila Larvae. IEEE Trans. Biomed. Eng. Dimitri Berh, Benjamin Risse, Tim Michels, Nils Otto, Xiaoyi Jiang, Christian Klämbt
2017	J	`jnl`	FIM IEEE Trans. Biomed. Eng. Benjamin Risse, Nils Otto, Dimitri Berh, Xiaoyi Jiang, Matthias Kiel, Christian Klämbt
2017	J	`jnl`	FIMTrack: An open source tracking and locomotion analysis software for small animals. PLoS Comput. Biol. Benjamin Risse, Dimitri Berh, Nils Otto, Christian Klämbt, Xiaoyi Jiang
2017	—	`conf`	Visual Tracking of Small Animals in Cluttered Natural Environments Using a Freely Moving Camera. ICCV Workshops Benjamin Risse, Michael Mangan, Barbara Webb, Luca Del Pero
2015	—	`—`	FIM imaging and the analysis of Drosophila locomotion. Benjamin Risse
2015	J	`jnl`	Quantifying subtle locomotion phenotypes of Drosophila larvae using internal structures based on FIM images. Comput. Biol. Medicine Benjamin Risse, Dimitri Berh, Nils Otto, Xiaoyi Jiang, Christian Klämbt
2013	—	`conf`	Biomedical Imaging: A Computer Vision Perspective. CAIP (1) Xiaoyi Jiang, Mohammad Dawood, Fabian Gigengack, Benjamin Risse, Sönke Schmid, Daniel Tenbrinck, Klaus P. Schäfers
2013	J	`jnl`	Comparison of two 3D tracking paradigms for freely flying insects. EURASIP J. Image Video Process. Benjamin Risse, Dimitri Berh, Junli Tao, Xiaoyi Jiang, Reinhard Klette, Christian Klämbt
2013	J	`jnl`	FIM: Frustrated Total Internal Reflection Based Imaging for Biomedical Applications. ERCIM News Benjamin Risse, Xiaoyi Jiang, Christian Klämbt
2013	C	`conf`	Stereo and Motion Based 3D High Density Object Tracking. PSIVT Junli Tao, Benjamin Risse, Xiaoyi Jiang
2012	Misc	`conf`	3D trajectory estimation of simulated fruit flies. IVCNZ Junli Tao, Benjamin Risse, Xiaoyi Jiang, Reinhard Klette