Sonke, Jan-Jakob

19 publications

MIDL 2026 Conditional Learned Reconstruction for Medical Imaging Nikita Moriakov, George Yiasemis, Jan-Jakob Sonke, Jonas Teuwen

ICLR 2026 Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence Wenzhe Yin, Zehao Xiao, Pan Zhou, Shujian Yu, Jiayi Shen, Jan-Jakob Sonke, Stratis Gavves

MIDL 2026 End-to-End Co-Optimization of Adaptive $k$-Space Sampling and Reconstruction for Dynamic MRI George Yiasemis, Jan-Jakob Sonke, Jonas Teuwen

MIDL 2026 Impact of Uncertainty Maps on Manual Editing of Rectal Cancer Segmentation in Radiotherapy Federica Carmen Maruccio, Rita Simões, Fokie Cnossen, Christian Jamtheim Gustafsson, Sanne Conijn, Alice Couwenberg, Suzan Gerrets-van Noord, Inge de Jong, Vivian van Pelt, Lisa Wiersema, Joëlle van Aalst, Jan-Jakob Sonke, Charlotte L. Brouwer, Tomas Janssen

ICLR 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

MIDL 2025 Joint Supervised and Self-Supervised Learning for MRI Reconstruction George Yiasemis, Nikita Moriakov, Clara I. Sánchez, Jan-Jakob Sonke, Jonas Teuwen

ICML 2025 Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves

ICCV 2025 Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-Shot Semantic Segmentation Jie Liu, Jiayi Shen, Pan Zhou, Jan-Jakob Sonke, Efstratios Gavves

ECCV 2024 Click Prompt Learning with Optimal Transport for Interactive Segmentation Jie Liu, Haochen Wang, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves

UAI 2024 Domain Adaptation with Cauchy-Schwarz Divergence Wenzhe Yin, Shujian Yu, Yicong Lin, Jie Liu, Jan-Jakob Sonke, Efstratios Gavves

CVPR 2024 How to Train Neural Field Representations: A Comprehensive Study and Benchmark Samuele Papa, Riccardo Valperga, David Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves

CVPR 2024 Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms Joren Brunekreef, Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke, Jonas Teuwen

NeurIPS 2024 Space-Time Continuous PDE Forecasting Using Equivariant Neural Fields David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers

CVPR 2024 Task-Driven Wavelets Using Constrained Empirical Risk Minimization Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke, Jonas Teuwen

ICCVW 2023 Memory-Augmented Variational Adaptation for Online Few-Shot Segmentation Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

ICLR 2023 Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN David M Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J Bekkers, Jakub Mikolaj Tomczak, Mark Hoogendoorn, Jan-jakob Sonke

ICMLW 2023 Neural Modulation Fields for Conditional Cone Beam Neural Tomography Samuele Papa, David M Knigge, Riccardo Valperga, Nikita Moriakov, Miltiadis Kofinas, Jan-jakob Sonke, Efstratios Gavves

CVPR 2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves

CVPR 2022 Recurrent Variational Network: A Deep Learning Inverse Problem Solver Applied to the Task of Accelerated MRI Reconstruction George Yiasemis, Jan-Jakob Sonke, Clarisa Sánchez, Jonas Teuwen