Wesley De Neve

University College Ghent — Belgium

Computer Science · Physical Sciences

28h-index3.2kcitations297works1.02yr avg
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Research Topics

Video Analysis and Summarization(68), Video Coding and Compression Technologies(60), Multimedia Communication and Technology(37), Advanced Image and Video Retrieval Techniques(27), Advanced Data Compression Techniques(25)

Publications297 total

Exact feature collisions in neural networks
Scientific Reports·2026Open Access
Toward using machine learning as a shape quality metric for liver point cloud generation
2026
Improved sub-visible particle classification in flow imaging microscopy via generative AI-based image synthesis
Journal of Pharmaceutical Sciences·2026Open Access
Improving GAN-Generated Splice Site Sequences Through Conditional Frequency Guidance
Open Repository and Bibliography (University of Liège)·2026Open Access
Impact of U2-type introns on splice site prediction in A. thaliana species using deep learning
BMC Bioinformatics·2025Open Access
The Prone Position Whole Breast Irradiation Paradox: Where Do We Stand? A Comprehensive Review
Preprints.org·2025Open Access
Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation
Lecture notes in computer science·2025
When Tracking Fails: Analyzing Failure Modes of SAM2 for Point-Based Tracking in Surgical Videos
arXiv (Cornell University)·2025Open Access
SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI Classification
arXiv (Cornell University)·2025Open Access
SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-World Breast MRI Classification
Lecture notes in computer science·2025
Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations
Lecture notes in computer science·2025Open Access
Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2
Lecture notes in computer science·2025· 2 cited
Multimodal machine learning for staging laparoscopy: a combined image analysis and morphologic tool for the discrimination of peritoneal metastasis
International Journal of Surgery·2025Open Access
Uncertainty-Aware Evaluation of Deep Learning Object Detectors under Scarce and Evolving Test Datasets
Open Repository and Bibliography (University of Liège)·2025Open Access
AI-Generated Dataset of Sub-Visible Particles for Pharmaceutical Quality Control
arXiv (Cornell University)·2025Open Access
Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation
arXiv (Cornell University)·2025Open Access
Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images: A comprehensive in- and out-of-distribution evaluation of YOLOv7 variants
PLoS neglected tropical diseases·2025· 1 citedOpen Access
Understanding the Behavior of DNNs on Replicated Datasets
Open Repository and Bibliography (University of Liège)·2025Open Access
A DNA Sequence Imaging Approach to Predict Splice Sites Using Deep Learning
2025Open Access
Frequency-Blended Diffusion Models for Synthetic Generation of Biologically Realistic Splice Site Sequences
2025Open Access
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Frequent Co-authors

Rik Van de Walle(22), Yong Man Ro(10), Baptist Vandersmissen(8), Azarakhsh Jalalvand(7), Jasper Zuallaert(7), Fréderic Godin(6), Davy De Schrijver(6), Davy Van Deursen(6), Peter Lambert(5), Erik Mannens(5), Ivo Couckuyt(4), Sofie Van Hoecke(4), Konstantinos N. Plataniotis(4), Mijung Kim(4), Ho-min Park(4), Arnout Van Messem(4), Koen De Wolf(4), Nicolas Knudde(3), Tom Dhaene(3), Viktor Slavkovikj(3)