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All Publications

Non-Local Attention Improves Description Generation for Retinal Images

Huang, Jia-Hong and Wu, Ting-Wei and Yang, C-H Huck and Shi, Zenglin and Lin, I and Tegner, Jesper and Worring, Marcel and others

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Learning with Label Noise for Image Retrieval by Selecting Interactions

Ibrahimi, Sarah and Sors, Arnaud and Rezende, Rafael S. and Clinchant, St\’{e}phane

WACV

Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings

Athanasios Efthymiou and Stevan Rudinac and Monika Kackovic and Marcel Worring and Nachoem Wijnberg

Proceedings of the 29th ACM International Conference on Multimedia

Impact of Interaction Strategies on User Relevance Feedback

Omar Shahbaz Khan and Bj{"o}rn Þ{'o}r J{'o}nsson and Jan Zah{'a}lka and Stevan Rudinac and Marcel Worring

Proceedings of the 2021 ACM International Conference on Multimedia Retrieval (ICMR)

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

Omar Shahbaz Khan and Bj{"o}rn Þ{'o}r J{'o}nsson and Mathias Dybkj{\ae}r Larsen and Liam Alex Sonto Poulsen and Dennis C. Koelma and Stevan Rudinac and Marcel Worring and Jan Zah{'a}lka

Proceedings of Multimedia Modeling (MMM)

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

Omar Shahbaz Khan and Aaron Duane and Bj{"o}rn Þ{'o}r J{'o}nsson and Jan Zah{'a}lka and Stevan Rudinac and Marcel Worring

LSC ‘21: Proceedings of the 4th Annual on Lifelog Search Challenge

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

Cardenas, Bryan and Arya, Devanshu and Gupta, Deepak K

2021 IEEE International Conference on Image Processing (ICIP)

Rotation Equivariant Siamese Networks for Tracking

Gupta, Deepak K and Arya, Devanshu and Gavves, Efstratios

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Improving Solar Cell Metallization Designs using Convolutional Neural Networks

Bhattacharya, Sumit and Arya, Devanshu and Bhowmick, Debjani and Thomas, Rajat Mani and Gupta, Deepak Kumar

Deep Learning for Simulation (SimDL) workshop, ICLR

Livestock Monitoring with Transformer

Tangirala, Bhavesh and Bhandari, Ishan and Laszlo, Daniel and Gupta, Deepak K and Thomas, Rajat M and Arya, Devanshu

British Machine Vision Conference

Contextualized Keyword Representations for Multi-Modal Retinal Image Captioning

Huang, Jia-Hong and Wu, Ting-Wei and Worring, Marcel

Proceedings of the 2021 International Conference on Multimedia Retrieval

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

Huang, Jia-Hong and Murn, Luka and Mrak, Marta and Worring, Marcel

Proceedings of the 2021 International Conference on Multimedia Retrieval

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

Huang, Jia-Hong and Yang, C.-H. Huck and Liu, Fangyu and Tian, Meng and Liu, Yi-Chieh and Wu, Ting-Wei and Lin, I-Hung and Wang, Kang and Morikawa, Hiromasa and Chang, Hernghua and Tegner, Jesper and Worring, Marcel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Deep context-encoding network for retinal image captioning

Huang, Jia-Hong and Wu, Ting-Wei and Yang, Chao-Han Huck and Worring, Marcel

2021 IEEE International Conference on Image Processing (ICIP)

Non-Local Attention Improves Description Generation for Retinal Images

Huang, Jia-Hong and Wu, Ting-Wei and Yang, C-H Huck and Shi, Zenglin and Lin, I and Tegner, Jesper and Worring, Marcel and others

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Variational Multi-Task Learning with Gumbel-Softmax Priors

Shen, Jiayi and Zhen, Xiantong and Worring, Marcel and Shao, Ling

Advances in Neural Information Processing Systems

Learning with Label Noise for Image Retrieval by Selecting Interactions

Ibrahimi, Sarah and Sors, Arnaud and Rezende, Rafael S. and Clinchant, St\’{e}phane

WACV

Journal roles and responsibilities: Simplification and optimization

Nikkel, Bruce and Geradts, Zeno

Forensic Science International: Digital Investigation

Change and diversity

Geradts, Zeno and Nikkel, Bruce

Forensic Science International: Digital Investigation

A new model for forensic data extraction from encrypted mobile devices

Fukami, Aya and Stoykova, Radina and Geradts, Zeno

Forensic Science International: Digital Investigation

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

Gisolf, Floris and Geradts, Zeno and Worring, Marcel

International Conference on Multimedia Modeling

Factors that Influence PRNU-Based Camera-Identification via Videos

de Roos, Lars and Geradts, Zeno

Journal of Imaging

Variational Knowledge Distillation for Disease Classification in Chest X-Rays

van Sonsbeek, Tom and Zhen, Xiantong and Worring, Marcel and Shao, Ling

International Conference on Information Processing in Medical Imaging

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

Hendriksen, Mariya and Bleeker, Maurits and Vakulenko, Svitlana and van Noord, Nanne and Kuiper, Ernst and de Rijke, Maarten

European Conference on Information Retrieval

Inside Out Visual Place Recognition

Ibrahimi, Sarah and van Noord, Nanne and Alpherts, Tim and Worring, Marcel

BMVC

Stylistic Multi-Task Analysis of Ukiyo-e Woodblock Prints

Khan, Selina J. and van Noord, Nanne

BMVC

The Met Dataset: Instance-level Recognition for Artworks

Ypsilantis, Nikolaos-Antonios and Garcia, Noa and Han, Guangxing and Ibrahimi, Sarah and Van Noord, Nanne and Tolias, Giorgos

Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track

Automatic Annotations and Enrichments for Audiovisual Archives

van Noord, Nanne and Olesen, Christian Gosvig and Ordelman, Roeland and Noordegraaf, Julia

Proceedings of the 13th International Conference on Agents and Artificial Intelligence

GCNIllustrator: Illustrating the Effect of Hyperparameters on Graph Convolutional Networks

Najdenkoska, Ivona and den Boef, Jeroen and Schneider, Thomas and van der Werf, Justo and de Ridder, Reinier and Fathurrahman, Fajar and Worring, Marcel

Proceedings of the 29th ACM International Conference on Multimedia

Variational Topic Inference for Chest X-Ray Report Generation

Najdenkoska, Ivona and Zhen, Xiantong and Worring, Marcel and Shao, Ling

International Conference on Medical Image Computing and Computer-Assisted Intervention

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

Devanshu Arya, Richard Olij, Deepak K Gupta, Ahmed El Gazzar, Guido van Wingen, Marcel Worring, Rajat Mani Thomas

MIDL 2020

OmniEyes - Analysis and Synthesis of Artistically Painted Eyes

Gjorgji Strezoski, Rogier Knoester, Nanne van Noord, Marcel Worring

ACM MMM 2020

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 2020

Multi-Task Learning with Task Routing

Gjorgji Strezoski, Nanne van Noord, Marcel Worring

ICCV 2019

Learning Task Relatedness in MTL for Images in Context

Gjorgji Strezoski, Nanne van Noord, Marcel Worring

ICMR 2019

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

Devanshu Arya, Marcel Worring

ICMR 2018

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

Devanshu Arya, Stevan Rudinac, Marcel Worring

ACMMM 2019

Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs

Devanshu Arya, Stevan Rudinac, Marcel Worring

CBMI 2019