Publications 2026

Are Multimodal LLMs Movie Buffs?

  • Carlo Bretti, Pascal Mettes, Nanne Van Noord
  • Findings of the Association for Computational Linguistics: EACL 2026
  • Paper Link

A Novel Automatic Framework for Speaker Drift Detection in Synthesized Speech

  • Jia-Hong Huang, Seulgi Kim, Yi Chieh Liu, Yixian Shen, Hongyi Zhu, Prayag Tiwari, Stevan Rudinac, Evangelos Kanoulas
  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Paper Link

Looking Beyond the Obvious: A Survey on Abstract Concept Recognition for Video Understanding

  • Gowreesh Mago, Pascal Mettes, Stevan Rudinac
  • International Journal of Computer Vision
  • Paper Link

Probing Content and Channel in Speaker Verification Models

  • Eleni-Konstantina Sergidou, David Bikker, Charlotte Pouw, Johan Rohdin, Zeno Geradts, Marcel Worring
  • ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Paper Link

VL-KGE: Vision-Language Models Meet Knowledge Graph Embeddings

  • Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
  • Proceedings of the ACM Web Conference 2026
  • Paper Link

Structured Report Generation using Local LLMs for Chat-Based Digital Forensics

  • Ying Dehing, Hans Henseler, Timo Meconi, Marcel Worring, Harm van Beek
  • Proceedings of the Digital Forensics Doctoral Symposium
  • Paper Link

Veli: Unsupervised Method and Unified Benchmark for Low-Cost Air Quality Sensor Correction

  • Yahia Dalbah, Marcel Worring, Yen-Chia Hsu
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Paper Link

Forensic activity classification using digital traces from iPhones: A machine learning-based approach

  • Conor McCarthy, Jan Peter van Zandwijk, Marcel Worring, Zeno Geradts
  • Forensic Science International: Digital Investigation
  • Paper Link

Conditional Modeling-Based Automatic Video Summarization

  • Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hung Chen, Marcel Worring
  • ACM Transactions on Multimedia Computing, Communications and Applications
  • Paper Link

Being ranked in a material world: The visual originality of an artwork and its effects on the artist's canonization

  • Athanasios Efthymiou, Monika Kackovic, Stevan Rudinac, Marcel Worring, Nachoem Wijnberg
  • Organization Studies
  • Paper Link

Publications 2025

Artifacts of Idiosyncracy in Global Street View Data

  • Tim Alpherts, Sennay Ghebreab, Nanne Van Noord
  • Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency
  • Paper Link

Emplace: Self-supervised urban scene change detection

  • Tim Alpherts, Sennay Ghebreab, Nanne van Noord
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Paper Link

Exquisitor at the Video Browser Showdown 2026: Temporal Queries Revisited

  • Omar Shahbaz Khan, Ujjwal Sharma, Gonçalo Marcelino, Stevan Rudinac, Björn Þór Jónsson
  • International Conference on Multimedia Modeling
  • Paper Link

From Content-Based Image and Video Retrieval With Relevance Feedback to Multimodal Large Language Models and Beyond: A Journey Through Modalities and Semantic Levels

  • Stevan Rudinac
  • Proceedings of the ACM MM 2025 Workshop on Multimedia Analytics with Multimodal Large Language Models
  • Paper Link

The castle 2024 dataset: Advancing the art of multimodal understanding

  • Luca Rossetto, Werner Bailer, Duc-Tien Dang-Nguyen, Graham Healy, Björn Þór Jónsson, Onanong Kongmeesub, Hoang-Bao Le, Stevan Rudinac, Klaus Schöffmann, Florian Spiess, Allie Tran, Minh-Triet Tran, Quang-Linh Tran, Cathal Gurrin
  • Proceedings of the 33rd ACM International Conference on Multimedia
  • Paper Link

Examining Performance Disparities Between Expert and Novice Users in Interactive Video Retrieval

  • Omar Shahbaz Khan, Ujjwal Sharma, Stevan Rudinac, Björn Þór Jónsson
  • International Conference on Content-Based Multimedia Indexing (CBMI)
  • Paper Link

Interactive Image Retrieval Meets Query Rewriting with Large Language and Vision Language Models

  • Hongyi Zhu, Jia-Hong Huang, Yixian Shen, Stevan Rudinac, Evangelos Kanoulas
  • ACM Transactions on Multimedia Computing, Communications and Applications
  • Paper Link

Domain-Informed Negative Sampling Strategies for Dynamic Graph Embedding in Meme Stock-Related Social Networks

  • Yunming Hui, Inez Maria Zwetsloot, Simon Trimborn, Stevan Rudinac
  • Proceedings of the ACM on Web Conference
  • Paper Link

Gradient weight-normalized low-rank projection for efficient LLM training

  • Jia-Hong Huang, Yixian Shen, Hongyi Zhu, Stevan Rudinac, Evangelos Kanoulas
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Paper Link

Overview of the 1st International Workshop on Interactive Video Search and Exploration

  • Luca Rossetto, George Awad, Werner Bailer, Cathal Gurrin, Björn Þór Jónsson, Jakub Lokoč, Stevan Rudinac, Klaus Schoeffmann
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
  • Paper Link

Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models

  • Jia-Hong Huang, Hongyi Zhu, Yixian Shen, Stevan Rudinac, Evangelos Kanoulas
  • MultiMedia Modeling: 31st International Conference on Multimedia Modeling
  • Paper Link

I know you're a fraud: Uncovering illicit activity in a Greek bank transactions with unsupervised learnings

  • Evgenia Karnavou, Giuseppe Cascavilla, Gonçalo Marcelino, Zeno Geradts
  • Expert Systems with Applications
  • Paper Link

PaSSw0rdVib3s!: AI-assisted password recognition for digital forensic investigations

  • Romke van Dijk, Judith van de Wetering, Ranieri Argentini, Leonie Gorka, Anne Fleur van Luenen, Sieds Minnema, Edwin Rijgersberg, Mattijs Ugen, Zoltán Ádám Mann, Zeno Geradts
  • Forensic Science International: Digital Investigation
  • Paper Link

REVEAL: A large-scale comprehensive image dataset for steganalysis

  • Meike Kombrink, Stijn van Lierop, Dionne Stolwijk, Marcel Worring, Derk Vrijdag, Zeno Geradts
  • Forensic Science International: Digital Investigation
  • Paper Link

Hi-OSCAR: Hierarchical Open-set Classifier for Human Activity Recognition

  • Conor McCarthy, Loes Quirijnen, Jan Peter van Zandwijk, Zeno Geradts, Marcel Worring
  • Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  • Paper Link

Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion

  • Yijia Zheng, Marcel Worring
  • Proceedings of the 34th ACM International Conference on Information and Knowledge Management
  • Paper Link

Analyzing Sustainability Messaging in Large-Scale Corporate Social Media

  • Ujjwal Sharma, Stevan Rudinac, Ana Mićković, Willemijn van Dolen, Marcel Worring
  • ACM Transactions on Multimedia Computing, Communications and Applications
  • Paper Link

Interactive Retrieval System for Multi-Stream Collections: multiXview at CASTLE 2025 Interactive Grand Challenge

  • Omar Shahbaz Khan, Ujjwal Sharma, Gonçalo Marcelino, Aaron Duane, Stevan Rudinac, Marcel Worring, Björn Þór Jónsson
  • Proceedings of the 33rd ACM International Conference on Multimedia
  • Paper Link

A survey of large language models for data challenges in graphs

  • Mengran Li, Pengyu Zhang, Wenbin Xing, Yijia Zheng, Klim Zaporojets, Junzhou Chen, Ronghui Zhang, Yong Zhang, Siyuan Gong, Jia Hu, Xiaolei Ma, Zhiyuan Liu, Paul Groth, Marcel Worring
  • Expert Systems with Applications
  • Paper Link

ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding

  • Shuai Wang, Ivona Najdenkoska, Hongyi Zhu, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
  • Proceedings of the 33rd ACM International Conference on Multimedia
  • Paper Link

Can Relevance Feedback, Conversational Search and Foundation Models Work Together for Interactive Video Search and Exploration?

  • Ujjwal Sharma, Omar Shahbaz Khan, Stevan Rudinac, Björn Þór Jónsson
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
  • Paper Link

Exquisitor at the Video Browser Showdown 2025: Unifying Conversational Search and User Relevance Feedback

  • Ujjwal Sharma, Omar Shahbaz Khan, Stevan Rudinac, Björn Þór Jónsson
  • International Conference on Multimedia Modeling
  • Paper Link

Artifacts of Idiosyncracy in Global Street View Data

  • Tim Alpherts, Sennay Ghebreab, Nanne Van Noord
  • Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency
  • Paper Link

EMPLACE: Self-Supervised Urban Scene Change Detection

  • Tim Alpherts, Sennay Ghebreab, Nanne van Noord
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Paper Link

China as data coloniser? rethinking cultural production, cultural mediation, and consumer agency on Kenyan and Chinese e-commerce platforms

  • Tommy Tse, Yin Zhang, Nanne Van Noord
  • International Journal of Cultural Studies
  • Paper Link

Post-clustering merging with novel metrics for multi-label image collections

  • Floris Gisolf, Zeno J.M.H. Geradts, Marcel Worring
  • Expert Systems with Applications
  • Paper Link

CLaRE: CLIP with Latent Reconstruction Errors for Generated Face Detection

  • Udit Thakur, Mohammad Hafeez Khan, Meher Changlani, Asen Dotsinski, Aswin Krishna Mahadevan, Ioannis Kechagias, Ivona Najdenkoska
  • Proceedings of the 1st ACM Workshop on Deepfake, Deception, and Disinformation Security
  • Paper Link

The Effect of Semantically Aligned Images for Deepfake Detection

  • Aritra Bandyopadhyay, Tyme Chatupanyachotikul, Jose Garcia, Arijit Ghosh, Karolina Hajkova, Carlos Patiño, Ivona Najdenkoska
  • Proceedings of the IEEE/CVF International Conference on Computer Vision
  • Paper Link

PAIRcolator: Pair Collaboration for Sensemaking and Reflection on Personal Data

  • Di Yan, Jacky Bourgeois, Yen-Chia Hsu, Gerd Kortuem
  • Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (ACM CHI)
  • Paper Link

Publications 2024

Exquisitor: Studying the Interplay Between Conversational Search and Relevance Feedback

  • Omar Shahbaz Khan, Ujjwal Sharma, Stevan Rudinac, Björn Pór Jónsson
  • 2024 International Conference on Content-Based Multimedia Indexing (CBMI)
  • Paper Link

Exquisitor at the Lifelog Search Challenge 2024: Blending Conversational Search with User Relevance Feedback

  • Omar Shahbaz Khan, Ujjwal Sharma, Hongyi Zhu, Stevan Rudinac, Björn Þór Jónsson
  • Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge
  • Paper Link

High-performance computing in healthcare: An automatic literature analysis perspective

  • Jieyi Li, Shuai Wang, Stevan Rudinac, Anwar Osseyran
  • Journal of Big Data
  • Paper Link

Exquisitor at the Video Browser Showdown 2024: Relevance Feedback Meets Conversational Search

  • Omar Shahbaz Khan, Hongyi Zhu, Ujjwal Sharma, Evangelos Kanoulas, Stevan Rudinac, Björn Þór Jónsson
  • International Conference on Multimedia Modeling
  • Paper Link

Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks

  • Sara Veldhoen, Rana Klein, Mari Wigham, Roeland Ordelman, Teng Long, Nanne van Noord
  • VIEW Journal of European Television History and Culture
  • Paper Link

Context-Infused Visual Grounding for Art

  • Selina Khan, Nanne van Noord
  • European Conference on Computer Vision Workshops
  • Paper Link

Find the Cliffhanger: Multi-modal Trailerness in Soap Operas

  • Carlo Bretti, Pascal Mettes, Hendrik Vincent Koops, Daan Odijk, Nanne van Noord
  • International Conference on Multimedia Modeling
  • Paper Link

Drawing Insights: Sequential Representation Learning in Comics

  • Sam Titarsolej, Neil Cohn, Nanne van Noord
  • 35th British Machine Vision Conference 2024
  • Paper Link

Style Randomization Improves the Robustness of Breast Density Estimation in MR Images

  • Goksenin Yuksel, Koen Eppenhof, Jaap Kroes, Marcel Worring
  • Proceedings of The 7nd International Conference on Medical Imaging with Deep Learning
  • Paper Link

GO4Align: Group Optimization for Multi-Task Alignment

  • Jiayi Shen, Qi Wang, Zehao Xiao, Nanne Van Noord, Marcel Worring
  • Advances in Neural Information Processing Systems
  • Paper Link

From pixels to perceptions: Capturing high-level abstract concepts in visual user-generated content

  • Ujjwal Sharma, Stevan Rudinac, Joris Demmers, Willemijn van Dolen, Marcel Worring
  • International Journal of Information Management Data Insights
  • Paper Link

TULIP: Token-length Upgraded CLIP

  • Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M Asano, Nanne Van Noord, Marcel Worring, Cees GM Snoek
  • The Thirteenth International Conference on Learning Representations (ICLR 2025)
  • Paper Link

Image Steganography Approaches and Their Detection Strategies: A Survey

  • Meike Helena Kombrink, Zeno Jean Marius Hubert Geradts, Marcel Worring
  • ACM Computing Surveys
  • Paper Link

Fusing linguistic and acoustic information for automated forensic speaker comparison

  • E.K. Sergidou, Rolf Ypma, Johan Rohdin, Marcel Worring, Zeno Geradts, Wauter Bosma
  • Science & Justice
  • Paper Link

Adaptive Neural Message Passing for Inductive Learning on Hypergraphs

  • Devanshu Arya, Deepak K Gupta, Stevan Rudinac, Marcel Worring
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Paper Link

ProtoExplorer: Interpretable forensic analysis of deepfake videos using prototype exploration and refinement

  • Merel de Leeuw den Bouter, Javier Lloret Pardo, Zeno Geradts, Marcel Worring
  • Information Visualization
  • Paper Link

Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports

  • Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
  • Data Augmentation, Labelling, and Imperfections: Third MICCAI Workshop (MICCAI 2023)
  • Paper Link

Multimodal Temporal Fusion Transformers are Good Product Demand Forecasters

  • Maarten Sukel, Stevan Rudinac, Marcel Worring
  • IEEE MultiMedia
  • Paper Link

GreenScreen: A Multimodal Dataset for Detecting Corporate Greenwashing in the Wild

  • Ujjwal Sharma, Stevan Rudinac, Joris Demmers, Willemijn van Dolen, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link

Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks

  • Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link

Intriguing Properties of Hyperbolic Embeddings in Vision-Language Models

  • Sarah Ibrahimi, Mina Ghadimi Atigh, Nanne Van Noord, Pascal Mettes, Marcel Worring
  • Transactions on Machine Learning Research
  • Paper Link

Improved likelihood ratios for face recognition in surveillance video by multimodal feature pairing

  • Andrea Macarulla Rodriguez, Zeno Geradts, Marcel Worring, Luis Unzueta
  • Forensic Science International: Synergy
  • Paper Link

Policy Sandboxing: Empathy As An Enabler Towards Inclusive Policy-Making

  • Andrea Mauri, Yen-Chia Hsu, Himanshu Verma, Andrea Tocchetti, Marco Brambilla, Alessandro Bozzon
  • Proceedings of the ACM on Human-Computer Interaction (ACM CSCW)
  • Paper Link

Modelling Smell Events in Urban Pittsburgh with Machine and Deep Learning Techniques

  • Andreas Gavros, Yen-Chia Hsu, Kostas Karatzas
  • Atmosphere
  • Paper Link

Perceptive Visual Urban Analytics is Not (Yet) Suitable for Municipalities

  • Tim Alpherts, Sennay Ghebreab, Yen-Chia Hsu, Nanne Van Noord
  • Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency
  • Paper Link

EmpathiCH: Scrutinizing Empathy-Centric Design Beyond the Individual

  • Alok Debnath, Allison Lahnala, Hüseyin Uğur Genç, Ewan Soubutts, Michal Lahav, Tiffanie Horne, Wo Meijer, Yun Suen Pai, Yen-Chia Hsu, Giulia Barbareschi, Himanshu Verma, Andrea Mauri
  • Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
  • Paper Link

Publications 2023

Open-ended Medical Visual Question Answering Through Prefix Tuning of Language Models

  • Tom Van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees GM Snoek, Marcel Worring
  • International Conference on Medical Image Computing and Computer-Assisted Intervention
  • Paper Link

Query-Based Video Summarization with Pseudo Label Supervision

  • Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
  • IEEE International Conference on Image Processing (ICIP) 2023
  • Paper Link

Prototype-based Dataset Comparison

  • Nanne van Noord
  • Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2023
  • Paper Link

Cross-modal Scalable Hyperbolic Hierarchical Clustering

  • Teng Long, Nanne van Noord
  • Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2023
  • Paper Link

Blind Dates: Examining the Expression of Temporality in Historical Photographs

  • Alexandra Barancová, Melvin Wevers, Nanne van Noord
  • Proceedings of the Computational Humanities Research Conference 2023
  • Paper Link

MultiMedia Modeling

  • Stevan Rudinac, Alan Hanjalic, Cynthia Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
  • 29th International Conference, MMM 2023, Proceedings
  • Proceedings Link

Hierarchical Explanations for Video Action Recognition

  • Sadaf Gulshad, Teng Long, Nanne van Noord
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023) Workshops
  • Paper Link

Causalainer: Causal Explainer for Automatic Video Summarization

  • Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hung Chen, Marcel Worring
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023) Workshops
  • Paper Link

X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation

  • Tom van Sonsbeek, Marcel Worring
  • International Conference on Information Processing in Medical Imaging
  • Paper Link

GIGO, Garbage In, Garbage Out: An Urban Garbage Classification Dataset

  • Maarten Sukel, Stevan Rudinac, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link

NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization

  • Amir Soleimani, Christof Monz, Marcel Worring
  • Findings of the Association for Computational Linguistics: ACL 2023
  • Paper Link

PanorAMS: Automatic Annotation for Detecting Objects in Urban Context

  • Inske Groenen, Stevan Rudinac, Marcel Worring
  • IEEE Transactions on Multimedia
  • Paper Link

Multi-Task Explainable Quality Networks for Large-Scale Forensic Facial Recognition

  • Andrea Macarulla Rodriguez, Luis Unzueta, Zeno Geradts, Marcel Worring, Unai Elordi
  • IEEE Journal of Selected Topics in Signal Processing
  • Paper Link

Improved Likelihood Ratios for Surveillance Video Face Recognition with Multimodal Feature Pairing

  • Andrea Macarulla Rodríguez, Zeno Geradts, Marcel Worring, Luis Unzueta
  • 2023 11th International Workshop on Biometrics and Forensics (IWBF)
  • Paper Link

How do you feel? Measuring User-Perceived Value for Rejecting Machine Decisions in Hate Speech Detection

  • Philippe Lammerts, Philip Lippmann, Yen-Chia Hsu, Fabio Casati, Jie Yang
  • Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society (AIES 2023)
  • Preprint

MATTE: Multi-task multi-scale attention

  • Gjorgji Strezoski, Nanne van Noord, Marcel Worring
  • Computer Vision and Image Understanding Journal
  • Paper Link

Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning

  • Ivona Najdenkoska, Xiantong Zhen, Marcel Worring
  • International Conference on Learning Representations (ICLR), 2023
  • Preprint Link

Expert-Defined Keywords Improve Interpretability of Retinal Image Captioning

  • Ting-Wei Wu, Jia-Hong Huang, Joseph Lin, Marcel Worring
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023
  • Preprint Link

Probabilistic Integration of Object Level Annotations in Chest X-ray Classification

  • Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Preprint Link

Publications 2022

Association Graph Learning for Multi-Task Classification with Category Shifts

  • Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek, Marcel Worring
  • Conference on Neural Information Processing Systems (NeurIPS)
  • Preprint Link

Uncertainty-aware report generation for chest X-rays by variational topic inference

  • Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
  • Medical Image Analysis Journal (Runner-Up for the Best Paper Award)
  • Paper Link

Causal Video Summarizer for Video Exploration

  • Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen, Andrew Brown, Marcel Worring
  • 2022 IEEE International Conference on Multimedia and Expo (ICME)
  • Paper Link

A survey of computational methods for iconic image analysis

  • Nanne van Noord
  • Digital Scholarship in the Humanities
  • Paper Link

Hyperbolic Image Segmentation

  • Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Paper Link

The Dawn of Quantum Natural Language Processing

  • Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen, Stefano Mangini, Marcel Worring
  • 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Paper Link

Calibration of score based likelihood ratio estimation in automated forensic facial image comparison

  • Andrea Macarulla Rodriguez, Zeno Geradts, Marcel Worring
  • Forensic Science International
  • Paper Link

LifeLonger: A Benchmark for Continual Disease Classification

  • Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
  • International Conference on Medical Image Computing and Computer Assisted Intervention
  • Preprint Link

Learning to Automatically Generate Accurate ECG Captions

  • Mathieu Guido Geert Bartels, Ivona Najdenkoska, Rutger van de Leur, Arjan Sammani, Karim Taha, David M Knigge, Pieter A Doevendans, Marcel Worring, René van Es
  • International Conference on Medical Imaging with Deep Learning
  • Preprint Link

Non-Local Attention Improves Description Generation for Retinal Images

  • Jia-Hong Huang, Ting-Wei Wu, C.-H. Huck Yang, Zenglin Shi, I-Hung Lin, Jesper Tegner, Marcel Worring
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Paper Link

Learning with Label Noise for Image Retrieval by Selecting Interactions

  • Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio De Rezende, Stéphane Clinchant
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Preprint Link

Extending CLIP for Category-to-image Retrieval in E-commerce

  • Mariya Hendriksen, Maurits Bleeker, Svitlana Vakulenko, Nanne van Noord, Ernst Kuiper, Maarten de Rijke
  • European Conference on Information Retrieval
  • Paper Link  |  Preprint Link

Publications 2021

AC-WGAN-GP: Augmenting ECG and GSR Signals using Conditional Generative Models for Arousal Classification

  • Andrei Furdui, Tianyi Zhang, Marcel Worring, Pablo Cesar, Abdallah El Ali
  • Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing
  • Paper Link  |  Preprint Link

NLQuAD: A Non-Factoid Long Question Answering Data Set

  • Amir Soleimani, Christof Monz, Marcel Worring
  • Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
  • Paper Link  |  Preprint Link

Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings

  • Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Marcel Worring, Nachoem Wijnberg
  • Proceedings of the 29th ACM International Conference on Multimedia
  • Paper Link  |  Preprint Link

Impact of Interaction Strategies on User Relevance Feedback

  • Omar Shahbaz Khan, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Marcel Worring
  • Proceedings of the 2021 International Conference on Multimedia Retrieval
  • Paper Link

Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

  • Omar Shahbaz Khan, Björn Þór Jónsson, Mathias Larsen, Liam Poulsen, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka
  • International Conference on Multimedia Modeling
  • Paper Link  |  Preprint Link

Exquisitor at the Lifelog Search Challenge 2021: Relationships Between Semantic Classifiers

  • Omar Shahbaz Khan, Aaron Duane, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Marcel Worring
  • Proceedings of the 4th Annual on Lifelog Search Challenge
  • Paper Link

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

  • Bryan Cardenas, Devanshu Arya, Deepak K. Gupta
  • 2021 IEEE International Conference on Image Processing
  • Paper Link  |  Preprint Link

Rotation Equivariant Siamese Networks for Tracking

  • Deepak K. Gupta, Devanshu Arya, Efstratios Gavves
  • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Paper Link

Improving Solar Cell Metallization Designs using Convolutional Neural Networks

  • Sumit Bhattacharya, Devanshu Arya, Debjani Bhowmick, Rajat Mani Thomas, Deepak Kumar Gupta
  • Deep Learning for Simulation (SimDL) workshop, ICLR
  • Preprint Link

Livestock Monitoring with Transformer

  • Bhavesh Tangirala, Ishan Bhandari, Daniel Laszlo, Deepak K. Gupta, Rajat M. Thomas, Devanshu Arya
  • The British Machine Vision Conference (BMVC)
  • Paper Link  |  Preprint Link

Contextualized Keyword Representations for Multi-Modal Retinal Image Captioning

  • Jia-Hong Huang, Ting-Wei Wu, Marcel Worring
  • Proceedings of the 2021 International Conference on Multimedia Retrieval
  • Paper Link  |  Preprint Link

GPT2MVS: Generative Pre-Trained Transformer-2 for Multi-Modal Video Summarization

  • Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
  • Proceedings of the 2021 International Conference on Multimedia Retrieval
  • Paper Link  |  Preprint Link

DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation

  • Jia-Hong Huang, C.-H. Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu, Ting-Wei Wu, I-Hung Lin, Kang Wang, Hiromasa Morikawa, Hernghua Chang, Jesper Tegner, Marcel Worring
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Paper Link

Deep Context-Encoding Network For Retinal Image Captioning

  • Jia-Hong Huang, Ting-Wei Wu, Chao-Han Huck Yang, Marcel Worring
  • 2021 IEEE International Conference on Image Processing (ICIP)
  • Paper Link  |  Preprint Link

Variational Multi-Task Learning with Gumbel-Softmax Priors

  • Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
  • Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
  • Paper Link

Learning with Label Noise for Image Retrieval by Selecting Interactions

  • Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant
  • Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Paper Link  |  Preprint Link

Search and Explore Strategies for Interactive Analysis of Real-Life Image Collections with Unknown and Unique Categories

  • Floris Gisolf, Zeno Geradts, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link  |  Preprint Link

Variational Knowledge Distillation for Disease Classification in Chest X-Rays

  • Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao
  • International Conference on Information Processing in Medical Imaging
  • Paper Link  |  Preprint Link

Inside Out Visual Place Recognition

  • Sarah Ibrahimi, Nanne van Noord, Tim Alpherts, Marcel Worring
  • The British Machine Vision Conference (BMVC)
  • Paper Link  |  Preprint Link

Stylistic Multi-Task Analysis of Ukiyo-e Woodblock Prints

  • Selina J. Khan, Nanne van Noord
  • The British Machine Vision Conference (BMVC)
  • Paper Link

The Met Dataset: Instance-level Recognition for Artworks

  • Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne Van Noord, Giorgos Tolias
  • Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2)
  • Paper Link

Automatic Annotations and Enrichments for Audiovisual Archives

  • Nanne van Noord, Christian Olesen, Roeland Ordelman, Julia Noordegraaf
  • Proceedings of the 13th International Conference on Agents and Artificial Intelligence
  • Paper Link  |  Preprint Link

GCNIllustrator: Illustrating the Effect of Hyperparameters on Graph Convolutional Networks

  • Ivona Najdenkoska, Jeroen den Boef, Thomas Schneider, Justo van der Werf, Reinier de Ridder, Fajar Fathurrahman, Marcel Worring
  • Proceedings of the 29th ACM International Conference on Multimedia
  • Paper Link  |  Preprint Link

Variational Topic Inference for Chest X-Ray Report Generation

  • Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
  • International Conference on Medical Image Computing and Computer-Assisted Intervention
  • Paper Link  |  Preprint Link

Publications 2020

Query-controllable Video Summarization

  • Jia-Hong Huang, Marcel Worring
  • Proceedings of the 2020 International Conference on Multimedia Retrieval
  • Paper Link

What You Feel, Is What You Like Influence of Message Appeals on Customer Engagement on Instagram

  • Robert Rietveld, Willemijn Van Dolen, Masoud Mazloom, Marcel Worring
  • Journal of Interactive Marketing
  • Paper Link

BERT for Evidence Retrieval and Claim Verification

  • European Conference on Information Retrieval
  • Amir Soleimani, Christof Monz, Marcel Worring
  • Paper Link

Developing a Crowdsourcing Application for Responsible Production in Africa

  • Robert Masua Bwana, André Baart, Victor de Boer, François Lenfant, Néné Morisho, Michelle Westermann-Behaylo, Marcel Worring
  • 12th ACM Conference on Web Science Companion
  • Paper Link  |  Preprint Link

II-20: Intelligent and pragmatic analytic categorization of image collections

  • Jan Zahálka, Marcel Worring, Jarke J. Van Wijk
  • IEEE Transactions on Visualization and Computer Graphics
  • Paper Link  |  Preprint Link

Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification

  • Devanshu Arya, Richard Olij, Deepak K. Gupta, Ahmed El Gazzar, Guido Wingen, Marcel Worring, Rajat Mani Thomas
  • Proceedings of the Third Conference on Medical Imaging with Deep Learning
  • Paper Link  |  Preprint Link

OmniEyes: Analysis and Synthesis of Artistically Painted Eyes

  • Gjorgji Strezoski, Rogier Knoester, Nanne van Noord, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link  |  Dataset Link

Visual Analytics for Temporal Hypergraph Model Exploration

  • Maximilian T. Fischer, Devanshu Arya, Dirk Streeb, Daniel Seebacher, Daniel A. Keim, Marcel Worring
  • IEEE Transactions on Visualization and Computer Graphics
  • Paper Link  |  Preprint Link

Publications 2019

SILCO: Show a Few Images, Localize the Common Object

  • Tao Hu, Pascal Mettes, Jia-Hong Huang, Cees G. M. Snoek
  • Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
  • Paper Link  |  Preprint Link

4-Connected Shift Residual Networks

  • Andrew Brown, Pascal Mettes, Marcel Worring
  • Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
  • Paper Link

Multi-Task Learning with Task Routing

  • Gjorgji Strezoski, Nanne van Noord, Marcel Worring
  • Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
  • Paper Link

Learning Task Relatedness in MTL for Images in Context

  • Gjorgji Strezoski, Nanne van Noord, Marcel Worring
  • Proceedings of the 2019 on International Conference on Multimedia Retrieval
  • Paper Link  |  Preprint Link

HyperLearn:A Distributed Approach for Representation Learning in Datasets With Many Modalities

  • Devanshu Arya, Stevan Rudinac, Marcel Worring
  • Proceedings of the 27th ACM International Conference on Multimedia
  • Paper Link

Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs

  • Devanshu Arya, Stevan Rudinac, Marcel Worring
  • 2019 International Conference on Content-Based Multimedia Indexing (CBMI)
  • Paper Link

Publications 2018

Embracing the Un Sustainable Development Goals? Big Data Analysis of Changes in the Corporate Sustainability Agenda

  • Ans Kolk, Arno Kourula, Niccol Pisani, Michelle Westermann-Behaylo, Marcel Worring
  • Academy of Management Global Proceedings
  • Paper Link

Category Specific Post Popularity Prediction

  • Masoud Mazloom, Iliana Pappi, Marcel Worring
  • International Conference on Multimedia Modeling
  • Paper Link  |  Preprint Link

Exploiting Relational Information in Social Networks using Geometric Deep Learning on Hypergraphs

  • Devanshu Arya, Marcel Worring
  • Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval
  • Paper Link