Stevan Rudinac

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 53

Top Venues

Delft University of Technology, Netherlands (PHD)

Education History

Delft University of Technology, Netherlands

PHD

Publications

Maarten Sukel, Stevan Rudinac, Marcel Worring
Multimodal Temporal Fusion Transformers are Good Product Demand Forecasters. IEEE Multim. 31 (2) (2024)
Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks. MMM (3) (2024)
Hongyi Zhu, Jia-Hong Huang, Stevan Rudinac, Evangelos Kanoulas
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models. CoRR (2024)
Jieyi Li, Anwar Osseyran, Ruben Hekster, Stevan Rudinac, Valeriu Codreanu, Damian Podareanu
Improving the speed and quality of cancer segmentation using lower resolution pathology images. Multim. Tools Appl. 83 (4) (2024)
Jieyi Li, Shuai Wang, Stevan Rudinac, Anwar Osseyran
High-performance computing in healthcare:an automatic literature analysis perspective. J. Big Data 11 (1) (2024)
Omar Shahbaz Khan, Ujjwal Sharma, Hongyi Zhu, Stevan Rudinac, Björn Þór Jónsson
Exquisitor at the Lifelog Search Challenge 2024: Blending Conversational Search with User Relevance Feedback. LSC@ICMR (2024)
Ujjwal Sharma, Stevan Rudinac, Joris Demmers, Willemijn van Dolen, Marcel Worring
GreenScreen: A Multimodal Dataset for Detecting Corporate Greenwashing in the Wild. MMM (5) (2024)
Hongyi Zhu, Jia-Hong Huang, Stevan Rudinac, Evangelos Kanoulas
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models. ICMR (2024)
Ujjwal Sharma, Stevan Rudinac, Joris Demmers, Willemijn van Dolen, Marcel Worring
From pixels to perceptions: Capturing high-level abstract concepts in visual user-generated content. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Inske Groenen, Stevan Rudinac, Marcel Worring
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context. IEEE Trans. Multim. 26 (2024)
Omar Shahbaz Khan, Hongyi Zhu, Ujjwal Sharma, Evangelos Kanoulas, Stevan Rudinac, Björn Þór Jónsson
Exquisitor at the Video Browser Showdown 2024: Relevance Feedback Meets Conversational Search. MMM (4) (2024)
Shuai Wang, David W. Zhang, Jia-Hong Huang, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks. CoRR (2024)
Maarten Sukel, Stevan Rudinac, Marcel Worring
Multimodal Temporal Fusion Transformers Are Good Product Demand Forecasters. CoRR (2023)
Maarten Sukel, Stevan Rudinac, Marcel Worring
GIGO, Garbage In, Garbage Out: An Urban Garbage Classification Dataset. MMM (1) (2023)
Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks. CoRR (2023)
Inske Groenen, Stevan Rudinac, Marcel Worring
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context. CoRR (2022)
Omar Shahbaz Khan, Ujjwal Sharma, Björn Þór Jónsson, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka
Exquisitor at the Video Browser Showdown 2022. MMM (2) (2022)
Mathias Glistrup, Stevan Rudinac, Björn Þór Jónsson
Urban Image Geo-Localization Using Open Data on Public Spaces. CBMI (2022)
Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Marcel Worring, Nachoem Wijnberg
Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings. CoRR (2021)
Stevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa
UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban Data. ACM Multimedia (2021)
Omar Shahbaz Khan, Aaron Duane, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Marcel Worring
Exquisitor at the Lifelog Search Challenge 2021: Relationships Between Semantic Classifiers. LSC@ICMR (2021)
Omar Shahbaz Khan, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Marcel Worring
Impact of Interaction Strategies on User Relevance Feedback. ICMR (2021)
Devanshu Arya, Deepak K. Gupta, Stevan Rudinac, Marcel Worring
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs. CoRR (2021)
Stevan Rudinac, Jenny Benois-Pineau, Stéphane Marchand-Maillet
Special issue on content-based multimedia indexing in the era of artificial intelligence. Multim. Tools Appl. 80 (15) (2021)
Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Marcel Worring, Nachoem Wijnberg
Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings. ACM Multimedia (2021)
Omar Shahbaz Khan, Björn Þór Jónsson, Mathias Dybkjær Larsen, Liam Alex Sonto Poulsen, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka
Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. MMM (2) (2021)
Devanshu Arya, Deepak K. Gupta, Stevan Rudinac, Marcel Worring
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs. CoRR (2020)
Iva Gornishka, Stevan Rudinac, Marcel Worring
Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings. MMM (2) (2020)
Jonathan Bright, Nahema Marchal, Bharath Ganesh, Stevan Rudinac
Echo Chambers Exist! (But They're Full of Opposing Views). CoRR (2020)
Ujjwal Sharma, Stevan Rudinac, Marcel Worring, Joris Demmers, Willemijn van Dolen
Semantic Path-Based Learning for Review Volume Prediction. ECIR (1) (2020)
Omar Shahbaz Khan, Mathias Dybkjær Larsen, Liam Alex Sonto Poulsen, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Dennis C. Koelma, Marcel Worring
Exquisitor at the Lifelog Search Challenge 2020. LSC@ICMR (2020)
Maarten Sukel, Stevan Rudinac, Marcel Worring
Urban Object Detection Kit: A System for Collection and Analysis of Street-Level Imagery. ICMR (2020)
Omar Shahbaz Khan, Björn Þór Jónsson, Stevan Rudinac, Jan Zahálka, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Gylfi Þór Guðmundsson, Laurent Amsaleg, Marcel Worring
Interactive Learning for Multimedia at Large. ECIR (1) (2020)
Björn Þór Jónsson, Omar Shahbaz Khan, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka
Exquisitor at the Video Browser Showdown 2020. MMM (2) (2020)
Maarten Sukel, Stevan Rudinac, Marcel Worring
Detecting Urban Issues With the Object Detection Kit. ACM Multimedia (2020)
Maarten Sukel, Stevan Rudinac, Marcel Worring
Multimodal Classification of Urban Micro-Events. CoRR (2019)
Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Omar Shahbaz Khan, Björn Þór Jónsson, Gylfi Þór Guðmundsson, Jan Zahálka, Stevan Rudinac, Laurent Amsaleg, Marcel Worring
Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images. ACM Multimedia (2019)
Iva Gornishka, Stevan Rudinac, Marcel Worring
Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings. CoRR (2019)
Devanshu Arya, Stevan Rudinac, Marcel Worring
Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs. CBMI (2019)
Devanshu Arya, Stevan Rudinac, Marcel Worring
HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities. ACM Multimedia (2019)
Maarten Sukel, Stevan Rudinac, Marcel Worring
Multimodal Classification of Urban Micro-Events. ACM Multimedia (2019)
Devanshu Arya, Stevan Rudinac, Marcel Worring
HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities. CoRR (2019)
Omar Shahbaz Khan, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, Marcel Worring
Exquisitor at the Lifelog Search Challenge 2019. LSC@ICMR (2019)
Björn Þór Jónsson, Omar Shahbaz Khan, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Jan Zahálka, Stevan Rudinac, Gylfi Þór Guðmundsson, Laurent Amsaleg, Marcel Worring
Exquisitor: Interactive Learning at Large. CoRR (2019)
Jan Zahálka, Stevan Rudinac, Björn Þór Jónsson, Dennis C. Koelma, Marcel Worring
Blackthorn: Large-Scale Interactive Multimodal Learning. IEEE Trans. Multim. 20 (3) (2018)
Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie
Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) (2018)
Stevan Rudinac, Iva Gornishka, Marcel Worring
Multimodal Classification of Violent Online Political Extremism Content with Graph Convolutional Networks. ACM Multimedia (Thematic Workshops) (2017)
Stevan Rudinac, Jan Zahálka, Marcel Worring
Discovering Geographic Regions in the City Using Social Multimedia and Open Data. MMM (2) (2017)
Jorrit van den Berg, Stevan Rudinac, Marcel Worring
Scenemash: Multimodal Route Summarization for City Exploration. ECIR (2016)
Joost Boonzajer Flaes, Stevan Rudinac, Marcel Worring
What Multimedia Sentiment Analysis Says About City Liveability. ECIR (2016)
Björn Þór Jónsson, Marcel Worring, Jan Zahálka, Stevan Rudinac, Laurent Amsaleg
Ten Research Questions for Scalable Multimedia Analytics. MMM (2) (2016)
Jan Zahálka, Stevan Rudinac, Björn Þór Jónsson, Dennis C. Koelma, Marcel Worring
Interactive Multimodal Learning on 100 Million Images. ICMR (2016)
Masoud Mazloom, Robert Rietveld, Stevan Rudinac, Marcel Worring, Willemijn van Dolen
Multimodal Popularity Prediction of Brand-related Social Media Posts. ACM Multimedia (2016)
Judith Redi, Stevan Rudinac
CrowdMM 2015: Fourth International ACM Workshop on Crowdsourcing for Multimedia. ACM Multimedia (2015)
Jan Zahálka, Stevan Rudinac, Marcel Worring
Interactive Multimodal Learning for Venue Recommendation. IEEE Trans. Multim. 17 (12) (2015)
Jan Zahálka, Stevan Rudinac, Marcel Worring
Analytic Quality: Evaluation of Performance and Insight in Multimedia Collection Analysis. ACM Multimedia (2015)
Stevan Rudinac, Marcel Worring
Making use of Semantic Concept Detection for Modelling Human Preferences in Visual Summarization. CrowdMM (2014)
Jan Zahálka, Stevan Rudinac, Marcel Worring
New Yorker Melange: Interactive Brew of Personalized Venue Recommendations. ACM Multimedia (2014)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Learning Crowdsourced User Preferences for Visual Summarization of Image Collections. IEEE Trans. Multim. 15 (6) (2013)
Stevan Rudinac, Alan Hanjalic, Martha A. Larson
Generating Visual Summaries of Geographic Areas Using Community-Contributed Images. IEEE Trans. Multim. 15 (4) (2013)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval. Int. J. Multim. Inf. Retr. 1 (4) (2012)
Martha A. Larson, Mohammad Soleymani, Pavel Serdyukov, Stevan Rudinac, Christian Wartena, Vanessa Murdock, Gerald Friedland, Roeland Ordelman, Gareth J. F. Jones
Automatic tagging and geotagging in video collections and communities. ICMR (2011)
Stevan Rudinac, Alan Hanjalic, Martha A. Larson
Finding representative and diverse community contributed images to create visual summaries of geographic areas. ACM Multimedia (2011)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos. MediaEval (2011)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval. ECIR (2010)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Exploiting noisy visual concept detection to improve spoken content based video retrieval. ACM Multimedia (2010)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Visual concept-based selection of query expansions for spoken content retrieval. SIGIR (2010)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Exploiting visual reranking to improve pseudo-relevance feedback for spoken-content-based video retrieval. WIAMIS (2009)
Stevan Rudinac, Martha A. Larson, Alan Hanjalic
Visual Resampling for Pseudo-Relevance Feedback during Speech-based Video Retrieval. LWA (2009)
Stevan Rudinac, Marija Uscumlic, Maja Rudinac, Goran Zajic, Branimir Reljin
Global Image Search vs. Regional Search in CBIR Systems. WIAMIS (2007)
Stevan Rudinac, Goran Zajic, Marija Uscumlic, Maja Rudinac, Branimir Reljin
Comparison of CBIR Systems with Different Number of Feature Vector Components. SMAP (2007)
Goran Zajic, Nenad Kojic, Vladan Radosavljevic, Maja Rudinac, Stevan Rudinac, Nikola Reljin, Irini Reljin, Branimir Reljin
Accelerating of Image Retrieval in CBIR System with Relevance Feedback. EURASIP J. Adv. Signal Process. 2007 (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stevan Rudinac