Joris Vankerschaver

According to our database, Joris Vankerschaver authored at least 20 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2.

Solha Kang, Eugene Kim, Joris Vankerschaver, Utku Ozbulak

CoRR, July, 2025

Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations.

Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Nikdokht Rashidian, Wesley De Neve

CoRR, April, 2025

One Patient's Annotation is Another One's Initialization: Towards Zero-Shot Surgical Video Segmentation with Cross-Patient Initialization.

Seyed Amir Mousavi, Utku Ozbulak, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

CoRR, March, 2025

Less is More? Revisiting the Importance of Frame Rate in Real-Time Zero-Shot Surgical Video Segmentation.

Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver

CoRR, February, 2025

Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability.

Khoa Tuan Nguyen, Homin Park, Gaeun Oh, Joris Vankerschaver, Wesley De Neve

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data.

Hyun Jung Lee, Utku Ozbulak, Homin Park, Stephen Depuydt, Wesley De Neve, Joris Vankerschaver

BMC Bioinform., December, 2024

Identifying Critical Tokens for Accurate Predictions in Transformer-Based Medical Imaging Models.

Solha Kang, Joris Vankerschaver, Utku Ozbulak

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?

Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver

Proceedings of the International Joint Conference on Neural Networks, 2024

Grasshopper Optimization Algorithm (GOA): A Novel Algorithm or A Variant of PSO?

Negin Harandi, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

Proceedings of the Swarm Intelligence - 14th International Conference, 2024

2023

CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.

Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim

BMC Bioinform., December, 2023

Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.

Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

Trans. Mach. Learn. Res., 2023

BRCA Gene Mutations in dbSNP: A Visual Exploration of Genetic Variants.

Woowon Jang, Shiwoo Koak, Jiwon Im, Utku Ozbulak, Joris Vankerschaver

CoRR, 2023

Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs.

Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

2022

VPsearch: fast exact sequence similarity search for genomic sequences.

Joris Vankerschaver, Steven J. Kern, Robert Kern

J. Open Source Softw., October, 2022

Feedback Integrators for Mechanical Systems with Holonomic Constraints.

Dong Eui Chang, Matthew Perlmutter, Joris Vankerschaver

Sensors, 2022

Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data.

Utku Ozbulak, Solha Kang, Jasper Zuallaert, Stephen Depuydt, Joris Vankerschaver

CoRR, 2022

2014

A Novel Formulation of Point Vortex Dynamics on the Sphere: Geometrical and Numerical Aspects.

Joris Vankerschaver, Melvin Leok

J. Nonlinear Sci., 2014

2012

Hamiltonian mechanics and nonlinear dynamics of a body subject to time-varying gyroscopic and potential forces.

Scott David Kelly, Joris Vankerschaver

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2010

Stokes-Dirac structures through reduction of infinite-dimensional Dirac structures.

Joris Vankerschaver, Hiroaki Yoshimura, Melvin Leok, Jerrold E. Marsden

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Geometric control of particle manipulation in a two-dimensional fluid.

Yizhar Or, Joris Vankerschaver, Scott David Kelly, Richard M. Murray, Jerrold E. Marsden

Proceedings of the 48th IEEE Conference on Decision and Control, 2009