Stevan Rudinac

Orcid: 0000-0003-1904-8736

According to our database1, Stevan Rudinac authored at least 69 papers between 2007 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024
High-performance computing in healthcare:an automatic literature analysis perspective.
J. Big Data, December, 2024

Improving the speed and quality of cancer segmentation using lower resolution pathology images.
Multim. Tools Appl., January, 2024

PanorAMS: Automatic Annotation for Detecting Objects in Urban Context.
IEEE Trans. Multim., 2024

From pixels to perceptions: Capturing high-level abstract concepts in visual user-generated content.
Int. J. Inf. Manag. Data Insights, 2024

Multimodal Temporal Fusion Transformers are Good Product Demand Forecasters.
IEEE Multim., 2024

Domain-Informed Negative Sampling Strategies for Dynamic Graph Embedding in Meme Stock-Related Social Networks.
CoRR, 2024

Set2Seq Transformer: Learning Permutation Aware Set Representations of Artistic Sequences.
CoRR, 2024

Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks.
CoRR, 2024

Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

GreenScreen: A Multimodal Dataset for Detecting Corporate Greenwashing in the Wild.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Exquisitor at the Video Browser Showdown 2024: Relevance Feedback Meets Conversational Search.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Exquisitor at the Lifelog Search Challenge 2024: Blending Conversational Search with User Relevance Feedback.
Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024

A Novel Evaluation Framework for Image2Text Generation.
Proceedings of The First Workshop on Large Language Models for Evaluation in Information Retrieval (LLM4Eval 2024) co-located with 10th International Conference on Online Publishing (SIGIR 2024), 2024

2023
GIGO, Garbage In, Garbage Out: An Urban Garbage Classification Dataset.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

2022
Exquisitor at the Video Browser Showdown 2022.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Urban Image Geo-Localization Using Open Data on Public Spaces.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021
Special issue on content-based multimedia indexing in the era of artificial intelligence.
Multim. Tools Appl., 2021

Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exquisitor at the Lifelog Search Challenge 2021: Relationships Between Semantic Classifiers.
Proceedings of the 4th Annual on Lifelog Search Challenge, 2021

Impact of Interaction Strategies on User Relevance Feedback.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs.
CoRR, 2020

Echo Chambers Exist! (But They're Full of Opposing Views).
CoRR, 2020

Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Exquisitor at the Video Browser Showdown 2020.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Detecting Urban Issues With the Object Detection Kit.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Urban Object Detection Kit: A System for Collection and Analysis of Street-Level Imagery.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Exquisitor at the Lifelog Search Challenge 2020.
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020

Semantic Path-Based Learning for Review Volume Prediction.
Proceedings of the Advances in Information Retrieval, 2020

Interactive Learning for Multimedia at Large.
Proceedings of the Advances in Information Retrieval, 2020

2019
Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings.
CoRR, 2019

Exquisitor: Interactive Learning at Large.
CoRR, 2019

Multimodal Classification of Urban Micro-Events.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Exquisitor at the Lifelog Search Challenge 2019.
Proceedings of the ACM Workshop on Lifelog Search Challenge, 2019

Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Blackthorn: Large-Scale Interactive Multimodal Learning.
IEEE Trans. Multim., 2018

Rethinking Summarization and Storytelling for Modern Social Multimedia.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

2017
Discovering Geographic Regions in the City Using Social Multimedia and Open Data.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Multimodal Classification of Violent Online Political Extremism Content with Graph Convolutional Networks.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

2016
Ten Research Questions for Scalable Multimedia Analytics.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Multimodal Popularity Prediction of Brand-related Social Media Posts.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Interactive Multimodal Learning on 100 Million Images.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

What Multimedia Sentiment Analysis Says About City Liveability.
Proceedings of the Advances in Information Retrieval, 2016

Scenemash: Multimodal Route Summarization for City Exploration.
Proceedings of the Advances in Information Retrieval, 2016

2015
Interactive Multimodal Learning for Venue Recommendation.
IEEE Trans. Multim., 2015

Analytic Quality: Evaluation of Performance and Insight in Multimedia Collection Analysis.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

CrowdMM 2015: Fourth International ACM Workshop on Crowdsourcing for Multimedia.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2014
New Yorker Melange: Interactive Brew of Personalized Venue Recommendations.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Making use of Semantic Concept Detection for Modelling Human Preferences in Visual Summarization.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

2013
Advancing the Relevance Criteria for Video Search and Visual Summarization.
PhD thesis, 2013

Learning Crowdsourced User Preferences for Visual Summarization of Image Collections.
IEEE Trans. Multim., 2013

Generating Visual Summaries of Geographic Areas Using Community-Contributed Images.
IEEE Trans. Multim., 2013

2012
Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval.
Int. J. Multim. Inf. Retr., 2012

2011
Finding representative and diverse community contributed images to create visual summaries of geographic areas.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Automatic tagging and geotagging in video collections and communities.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

2010
Visual concept-based selection of query expansions for spoken content retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Exploiting noisy visual concept detection to improve spoken content based video retrieval.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

2009
Exploiting visual reranking to improve pseudo-relevance feedback for spoken-content-based video retrieval.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Visual Resampling for Pseudo-Relevance Feedback during Speech-based Video Retrieval.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

2007
Accelerating of Image Retrieval in CBIR System with Relevance Feedback.
EURASIP J. Adv. Signal Process., 2007

Global Image Search vs. Regional Search in CBIR Systems.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Comparison of CBIR Systems with Different Number of Feature Vector Components.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007


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