| 2025 | MICCAI | Uncertainty-Aware Evaluation of Deep Learning Object Detectors Under Scarce and Evolving Test Datasets. | Esla Timothy Anzaku, Mohammed Aliy Mohammed, Stefan Magez, Sofie Van Hoecke, Arnout Van Messem, Wesley De Neve |
| 2025 | MICCAI | When Tracking Fails: Analyzing Failure Modes of SAM2 for Point-Based Tracking in Surgical Videos. | Woowon Jang, Jiwon Im, Juseung Choi, Niki Rashidian, Wesley De Neve, Utku Ozbulak |
| 2025 | MICCAI | Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation. | Seyed Amir Mousavi, Esla Timothy Anzaku, Utku Ozbulak, Robbe De Muynck, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve |
| 2025 | MICCAI | Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations. | Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve |
| 2025 | MICCAI | Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2. | Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Niki Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver |
| 2025 | MICCAI | SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-World Breast MRI Classification. | Jongbum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak |
| 2024 | IJCNN | 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 |
| 2024 | MICCAI | Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals. | Michaela Cohrs, Shiwoo Koak, Yejin Lee, Yu Jin Sung, Wesley De Neve, Hristo L. Svilenov, Utku Ozbulak |
| 2024 | MICCAI | Exploring Patient Data Requirements in Training Effective AI Models for MRI-Based Breast Cancer Classification. | Solha Kang, Wesley De Neve, Franois Rameau, Utku Ozbulak |
| 2021 | BMVC | Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks. | Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem |
| 2020 | ICPR | Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams. | Ji Yeon Baek, Maria Krishna de Guzman, Ho-min Park, Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic, Arnout Van Messem, Wesley De Neve |
| 2020 | ICPR | 3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics. | Ho-min Park, Byungkon Kang, Arnout Van Messem, Wesley De Neve |
| 2019 | IJCNN | Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. | Utku Ozbulak, Arnout Van Messem, Wesley De Neve |
| 2019 | MICCAI | Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. | Utku Ozbulak, Arnout Van Messem, Wesley De Neve |
| 2018 | EMNLP | Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? | Frderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester |
| 2016 | DCC | Leveraging CABAC for No-Reference Compression of Genomic Data with Random Access Support. | Tom Paridaens, Jens Panneel, Wesley De Neve, Peter Lambert, Rik Van de Walle |
| 2016 | IJCNN | Towards using Reservoir Computing Networks for noise-robust image recognition. | Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle, Jean-Pierre Martens |
| 2015 | ICIDS | Hybrid Books for Interactive Digital Storytelling: Connecting Story Entities and Emotions to Smart Environments. | Hajar Ghaem Sigarchian, Ben De Meester, Frank Salliau, Wesley De Neve, Sara Logghe, Ruben Verborgh, Erik Mannens, Rik Van de Walle, Dimitri Schuurman |
| 2014 | CIKM | Towards Named-Entity-based Similarity Measures: Challenges and Opportunities. | Tom De Nies, Christian Beecks, Wesley De Neve, Thomas Seidl, Erik Mannens, Rik Van de Walle |
| 2014 | ICPR | Image-Based Road Type Classification. | Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle |
| 2013 | ISM | Sparse Representation-Based Human Action Recognition Using an Action Region-Aware Dictionary. | Hyun-seok Min, Wesley De Neve, Yong Man Ro |
| 2013 | IWDW | Improved License Plate Recognition for Low-Resolution CCTV Forensics by Integrating Sparse Representation-Based Super-Resolution. | Hyun-seok Min, Seung-Ho Lee, Wesley De Neve, Yong Man Ro |
| 2013 | WWW | Using topic models for Twitter hashtag recommendation. | Frderic Godin, Viktor Slavkovikj, Wesley De Neve, Benjamin Schrauwen, Rik Van de Walle |
| 2013 | WWW | Towards automatic assessment of the social media impact of news content. | Tom De Nies, Gerald Haesendonck, Frderic Godin, Wesley De Neve, Erik Mannens, Rik Van de Walle |
| 2012 | QoMEX | VITEQ: A generic framework for no-reference quality evaluation of video testimonials. | Steven Verstockt, Pieterjan De Potter, Wesley De Neve, Peter Lambert, Rik Van de Walle |
| 2011 | ICIP | Improving image tag recommendation using favorite image context. | Wonyong Eom, Sihyoung Lee, Wesley De Neve, Yong Man Ro |
| 2011 | ICIP | Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection. | Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro |
| 2011 | IWDW | Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage. | Hosik Sohn, Dohyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro |
| 2010 | ICIP | Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection. | Hyun-seok Min, Wesley De Neve, Yong Man Ro |
| 2010 | MMM | Semantic Concept Detection for User-Generated Video Content Using a Refined Image Folksonomy. | Hyun-seok Min, Sihyoung Lee, Wesley De Neve, Yong Man Ro |
| 2009 | AVSS | Privacy Protection in Video Surveillance Systems Using Scalable Video Coding. | Hosik Sohn, Esla Timothy Anzaku, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis |
| 2009 | ICIP | Semantic annotation of personal video content using an image folksonomy. | Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis |
| 2009 | IPAS | Semantic home video categorization. | Hyun-seok Min, Young Bok Lee, Wesley De Neve, Yong Man Ro |
| 2009 | ISM | Near-Duplicate Video Detection Using Temporal Patterns of Semantic Concepts. | Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro |
| 2009 | IWDW | A Statistical and Iterative Method for Data Hiding in Palette-Based Images. | Semin Kim, Wesley De Neve, Yong Man Ro |
| 2009 | PCS | Semantic adaptation of synchronized multimedia streams in a format-independent way. | Davy Van Deursen, Wesley De Neve, Wim Van Lancker, Rik Van de Walle |
| 2008 | ISM | NinSuna: A Format-Independent Multimedia Content Adaptation Platform Based on Semantic Web Technologies. | Davy Van Deursen, Wim Van Lancker, Tom Paridaens, Wesley De Neve, Erik Mannens, Rik Van de Walle |
| 2007 | ACIVS | Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams by Using an MPEG-21 XML-Driven Framework. | Davy De Schrijver, Wesley De Neve, Koen De Wolf, Davy Van Deursen, Rik Van de Walle |
| 2007 | CAIP | Analysis of Prediction Mode Decision in Spatial Enhancement Layers in H.264/AVC SVC. | Koen De Wolf, Davy De Schrijver, Wesley De Neve, Saar De Zutter, Peter Lambert, Rik Van de Walle |
| 2007 | ICIAP | Automatic generation of generic Bitstream Syntax Descriptions applied to H.264/AVC SVC encoded video streams. | Davy Van Deursen, Wesley De Neve, Davy De Schrijver, Rik Van de Walle |
| 2007 | ISCAS | XML-driven Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams. | Davy De Schrijver, Wesley De Neve, Koen De Wolf, Peter Lambert, Davy Van Deursen, Rik Van de Walle |
| 2007 | ISM | MuMiVA: A Multimedia Delivery Platform Using Format-Agnostic, XML-Driven Content Adaptation. | Davy Van Deursen, Sarah De Bruyne, Wim Van Lancker, Wesley De Neve, Davy De Schrijver, Hermann Hellwagner, Rik Van de Walle |
| 2007 | MMM | Temporal Video Segmentation on H.264/AVC Compressed Bitstreams. | Sarah De Bruyne, Wesley De Neve, Koen De Wolf, Davy De Schrijver, Piet Verhoeve, Rik Van de Walle |
| 2006 | ACIVS | A Real-Time Content Adaptation Framework for Exploiting ROI Scalability in H.264/AVC. | Peter Lambert, Davy De Schrijver, Davy Van Deursen, Wesley De Neve, Yves Dhondt, Rik Van de Walle |
| 2006 | ISCAS | XML-based customization along the scalability axes of H.264/AVC scalable video coding. | Davy De Schrijver, Wesley De Neve, Koen De Wolf, Stijn Notebaert, Rik Van de Walle |
| 2005 | ISM | Generating MPEG-21 BSDL Descriptions Using Context-Related Attributes. | Davy De Schrijver, Wesley De Neve, Koen De Wolf, Rik Van de Walle |
| 2004 | VCIP | Assessment of the compression efficiency of the MPEG-4 AVC specification. | Wesley De Neve, Peter Lambert, Sam Lerouge, Rik Van de Walle |