Martha A. Larson

Orcid: 0000-0003-4229-5866

Affiliations:
  • Radboud University Nijmegen, The Netherlands
  • Delft University of Technology, The Netherlands (former)


According to our database1, Martha A. Larson authored at least 256 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency.
CoRR, 2024

Scenario of Use Scheme: Threat Model Specification for Speaker Privacy Protection in the Medical Domain.
CoRR, 2024

NoNE Found: Explaining the Output of Sequence-to-Sequence Models When No Named Entity Is Recognized.
Proceedings of the Explainable Artificial Intelligence, 2024

Centered Masking for Language-Image Pre-training.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Mutant Texts: A Technique for Uncovering Unexpected Inconsistencies in Large-Scale Vision-Language Models.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023
Adversarial Image Color Transformations in Explicit Color Filter Space.
IEEE Trans. Inf. Forensics Secur., 2023

Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data.
CoRR, 2023

The Importance of Image Interpretation: Patterns of Semantic Misclassification in Real-World Adversarial Images.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Textual Concept Expansion with Commonsense Knowledge to Improve Dual-Stream Image-Text Matching.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Investigating the Performance of the CLIP Model and Concept Matching in Text-Image Retrieval Systems.
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Subsampling of Frequent Words in Text for Pre-training a Vision-Language Model.
Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, 2023

Exploring Privacy-Preserving Techniques on Synthetic Data as a Defense Against Model Inversion Attacks.
Proceedings of the Information Security - 26th International Conference, 2023

Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression.
Proceedings of the International Conference on Machine Learning, 2023

Distractor-Based Evaluation of Sign Spotting.
Proceedings of the IEEE International Conference on Acoustics, 2023

Beyond Neural-on-Neural Approaches to Speaker Gender Protection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring the Importance of Sign Language Phonology for a Deep Neural Network.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
Machine Learning Meets Data Modification - The Potential of Pre-processing for Privacy Enchancement.
Security and Artificial Intelligence, 2022

Generative Poisoning Using Random Discriminators.
CoRR, 2022

Minimizing Mindless Mentions: Recommendation with Minimal Necessary User Reviews.
CoRR, 2022

Gender In Gender Out: A Closer Look at User Attributes in Context-Aware Recommendation.
CoRR, 2022

Evaluating Transfer-based Targeted Adversarial Perturbations against Real-World Computer Vision Systems based on Human Judgments.
CoRR, 2022

When Machine Learning Models Leak: An Exploration of Synthetic Training Data.
Proceedings of the Privacy in Statistical Databases - International Conference, 2022

NewsImages: addressing the depiction gap with an online news dataset for text-image rematching.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Color the Word: Leveraging Web Images for Machine Translation of Untranslatable Words.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Textual Concept Expansion for Text-Image Matching within Online News Content.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Understanding Fine-tuned BERT Models for Flood Location Extraction on Twitter Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements.
Proceedings of the Second Workshop on Language Technology for Equality, 2022

Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads.
Proceedings of the Second Workshop on Language Technology for Equality, 2022

2021
Towards user-oriented privacy for recommender system data: A personalization-based approach to gender obfuscation for user profiles.
Inf. Process. Manag., 2021

Going Grayscale: The Road to Understanding and Improving Unlearnable Examples.
CoRR, 2021

Doing Data Right: How Lessons Learned Working with Conventional Data should Inform the Future of Synthetic Data for Recommender Systems.
CoRR, 2021

Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders that Use Images to Address Cold Start.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Pivoting Image-based Profiles Toward Privacy: Inhibiting Malicious Profiling with Adversarial Additions.
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021

Not Directly Stated, Not Explicitly Stored: : Conversational Agents and the Privacy Threat of Implicit Information.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

On Success and Simplicity: A Second Look at Transferable Targeted Attacks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel.
Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

Social Signals and Multimedia: Past, Present, Future.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exploring a Pre-trained Model for Re-Matching News Texts and Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

2020
Adversarial Robustness Against Image Color Transformation within Parametric Filter Space.
CoRR, 2020

Partially Synthetic Data for Recommender Systems: Prediction Performance and Preference Hiding.
CoRR, 2020

A Differentiable Color Filter for Generating Unrestricted Adversarial Images.
CoRR, 2020

Moderation Meets Recommendation: Perspectives on the Role of Policies in Harm-Aware Recommender Ecosystems - Abstract.
Proceedings of the Workshop on Online Misinformation- and Harm-Aware Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

The World has Changed - The World Needs to Change. What Multimedia has to Offer for Our Common Digital Future.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Pixel Privacy: Quality Camouflage for Social Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

The Connection between the Text and Images of News Articles: New Insights for Multimedia Analysis.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Truth or Error? Towards systematic analysis of factual errors in abstractive summaries.
Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020

Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Adversarial Color Enhancement: Generating Unrestricted Adversarial Images by Optimizing a Color Filter.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Top-N Recommendation with Multi-Channel Positive Feedback using Factorization Machines.
ACM Trans. Inf. Syst., 2019

Remembering winter was coming - Character-oriented video summaries of TV series.
Multim. Tools Appl., 2019

Remembering winter was coming.
CoRR, 2019

BlurM(or)e: Revisiting Gender Obfuscation in the User-Item Matrix.
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019

Data Masking for Recommender Systems: Prediction Performance and Rating Hiding.
Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019

Up Close, but not too Personal: Hypotargeting for Recommender Systems.
Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems, 2019

The Representation of Speech in Deep Neural Networks.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Reproducible Experiments on Adaptive Discriminative Region Discovery for Scene Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Who's Afraid of Adversarial Queries?: The Impact of Image Modifications on Content-based Image Retrieval.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Maintaining Perceptual Faithfulness of Adversarial Image Examples by Leveraging Color Variance.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Pixel Privacy 2019: Protecting Sensitive Scene Information in Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Scene Change Task: Take me to Paris.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

The Multimedia Satellite Task at MediaEval 2019.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

From Intra-Modal to Inter-Modal Space: Multi-task Learning of Shared Representations for Cross-Modal Retrieval.
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Continuous Evaluation of Large-Scale Information Access Systems: A Case for Living Labs.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Detecting Socially Significant Music Events Using Temporally Noisy Labels.
IEEE Trans. Multim., 2018

Geo-Distinctive Visual Element Matching for Location Estimation of Images.
IEEE Trans. Multim., 2018

Factorization Machines for Data with Implicit Feedback.
CoRR, 2018

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.
CoRR, 2018

Investigating the Effect of Music and Lyrics on Spoken-Word Recognition.
CoRR, 2018

From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Exploiting Local Semantic Concepts for Flooding-related Social Image Classification.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Pixel Privacy: Increasing Image Appeal while Blocking Automatic Inference of Sensitive Scene Information.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Exploring Three Views on Image Enhancement for Pixel Privacy.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

The Conversation Continues: the Effect of Lyrics and Music Complexity of Background Music on Spoken-Word Recognition.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018

6th International Workshop on News Recommendation and Analytics (INRA 2018).
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

2017
The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016.
IEEE Multim., 2017

A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

CitRec 2017: International Workshop on Recommender Systems for Citizens.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Multimodal Video-to-Video Linking: Turning to the Crowd for Insight and Evaluation.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Beyond Concept Detection: The Potential of User Intent for Image Retrieval.
Proceedings of the Workshop on Multimodal Understanding of Social, 2017

On the Automatic Identification of Music for Common Activities.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

The Geo-Privacy Bonus of Popular Photo Enhancements.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Retrieving Social Flooding Images Based on Multimodal Information.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Exploiting Visual-based Intent Classification for Diverse Social Image Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

CLEF 2017 NewsREEL Overview: A Stream-Based Recommender Task for Evaluation and Education.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

CLEF NewsREEL 2017: Contextual Bandit News Recommendation.
Proceedings of the Working Notes of CLEF 2017, 2017

CLEF 2017 NewsREEL Overview: Offline and Online Evaluation of Stream-based News Recommender Systems.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Introduction to the Special Issue on Crowd in Intelligent Systems.
ACM Trans. Intell. Syst. Technol., 2016

User Intent in Multimedia Search: A Survey of the State of the Art and Future Challenges.
ACM Comput. Surv., 2016

Learning Subclass Representations for Visually-varied Image Classification.
CoRR, 2016

Where to be wary: The impact of widespread photo-taking and image enhancement practices on users' geo-privacy.
CoRR, 2016

TRECVID 2016: Evaluating Video Search, Video Event Detection, Localization, and Hyperlinking.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Exploring Deep Space: Learning Personalized Ranking in a Semantic Space.
Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, 2016

Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016


Bayesian Personalized Ranking with Multi-Channel User Feedback.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Explicit Elimination of Similarity Blocking for Session-based Recommendation.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

RecSys Challenge 2016: Job Recommendations.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Go with the Flow: When Listeners Use Music as Technology.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Experiences with Shared Resources for Research and Education in Speech and Language Processing.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems.
Proceedings of the Working Notes of CLEF 2016, 2016

Overview of NewsREEL'16: Multi-dimensional Evaluation of Real-Time Stream-Recommendation Algorithms.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

CLEF NewsREEL 2016: Image based Recommendation.
Proceedings of the Working Notes of CLEF 2016, 2016

Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Simple tag-based subclass representations for visually-varied image classes.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Exploiting the Deep-Link Commentsphere to Support Non-Linear Video Access.
IEEE Trans. Multim., 2015

Global-Scale Location Prediction for Social Images Using Geo-Visual Ranking.
IEEE Trans. Multim., 2015

Uploader Intent for Online Video: Typology, Inference, and Applications.
IEEE Trans. Multim., 2015

Integrating meta-information into recurrent neural network language models.
Speech Commun., 2015

Benchmarking News Recommendations: The CLEF NewsREEL Use Case.
SIGIR Forum, 2015

Recurrent neural network language model adaptation with curriculum learning.
Comput. Speech Lang., 2015

From Sensors to Songs: A Learning-Free Novel Music Recommendation System using Contextual Sensor Data.
Proceedings of the Workshop on Location-Aware Recommendations, 2015

Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Bridging the Utilitarian-Hedonic Divide in Crowdsourcing Applications.
Proceedings of the Fourth International Workshop on Crowdsourcing for Multimedia, 2015

Overview of the 2015 Workshop on Speech, Language and Audio in Multimedia.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Evento 360: Social Event Discovery from Web-scale Multimedia Collection.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Recording and Analyzing Benchmarking Results: The Aims of the MediaEval Working Notes Proceedings.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Pairwise geometric matching for large-scale object retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab.
Proceedings of the Working Notes of CLEF 2015, 2015

Stream-Based Recommendations: Online and Offline Evaluation as a Service.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

2014
Using Crowdsourcing to Capture Complexity in Human Interpretations of Multimedia Content.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Corpus Development for Affective Video Indexing.
IEEE Trans. Multim., 2014

Predicting Failing Queries in Video Search.
IEEE Trans. Multim., 2014

Intent-Aware Video Search Result Optimization.
IEEE Trans. Multim., 2014

Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges.
ACM Comput. Surv., 2014

A Crowdsourcing Procedure for the Discovery of Non-Obvious Attributes of Social Image.
CoRR, 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd.
Proceedings of the Posters, 2014

'Free lunch' enhancement for collaborative filtering with factorization machines.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Overview of ACM RecSys CrowdRec 2014 workshop: crowdsourcing and human computation for recommender systems.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Fashion 10000: an enriched social image dataset for fashion and clothing.
Proceedings of the Multimedia Systems Conference 2014, 2014

Users Tagging Visual Moments: Timed Tags in Social Video.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

How 'How' Reflects What's What: Content-based Exploitation of How Users Frame Social Images.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A Crowdsourcing Procedure for the Discovery of Non-Obvious Attributes of Social Images.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Geo-Location Estimation for Social Multimedia: Towards New Notions of Geo-Relevance.
Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, 2014

A Crowdsourced Data Set of Edited Images Online.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

VideoJot: A Multifunctional Video Annotation Tool.
Proceedings of the International Conference on Multimedia Retrieval, 2014

SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Crowdsorting Timed Comments about Music: Foundations for a New Crowdsourcing Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Assessing the impact of image manipulation on users' perceptions of deception.
Proceedings of the Human Vision and Electronic Imaging XIX, 2014

Cross-Domain Collaborative Filtering with Factorization Machines.
Proceedings of the Advances in Information Retrieval, 2014

Moody closet: exploring intriguing new views on wardrobe recommendation.
Proceedings of the First International Workshop on Gamification for Information Retrieval, 2014

CARS2: Learning Context-aware Representations for Context-aware Recommendations.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

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

Nontrivial landmark recommendation using geotagged photos.
ACM Trans. Intell. Syst. Technol., 2013

Mining contextual movie similarity with matrix factorization for context-aware recommendation.
ACM Trans. Intell. Syst. Technol., 2013

Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation.
Inf. Sci., 2013

When music makes a scene.
Int. J. Multim. Inf. Retr., 2013

Generalized Tag-induced Cross-Domain Collaborative Filtering
CoRR, 2013

K-Component Adaptive Recurrent Neural Network Language Models.
Proceedings of the Text, Speech, and Dialogue - 16th International Conference, 2013

xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Blip10000: a social video dataset containing SPUG content for tagging and retrieval.
Proceedings of the Multimedia Systems Conference 2013, 2013

Fashion-focused creative commons social dataset.
Proceedings of the Multimedia Systems Conference 2013, 2013

How do we deep-link?: leveraging user-contributed time-links for non-linear video access.
Proceedings of the ACM Multimedia Conference, 2013

Crowdsourcing for multimedia research.
Proceedings of the ACM Multimedia Conference, 2013

ACM multimedia 2013 workshop on crowdsourcing for multimedia.
Proceedings of the ACM Multimedia Conference, 2013

Geo-visual ranking for location prediction of social images.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Multimedia information seeking through search and hyperlinking.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Crowdsourcing for Social Multimedia at MediaEval 2013: Challenges, Data set, and Evaluation.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Exploration of Feature Combination in Geo-visual Ranking for Visual Content-based Location Prediction.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Narrative-driven Multimedia Tagging and Retrieval: Investigating Design and Practice for Speech-based Mobile Applications.
Proceedings of the First Workshop on Speech, 2013

Exploiting the succeeding words in recurrent neural network language models.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient descent.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

CLiMF: Collaborative Less-Is-More Filtering.
Proceedings of the IJCAI 2013, 2013

I want to be Sachin Tendulkar!: a spoken english cricket game for rural students.
Proceedings of the Computer Supported Cooperative Work, 2013

GAPfm: optimal top-n recommendations for graded relevance domains.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

K-component recurrent neural network language models using curriculum learning.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Special issue on searching speech.
ACM Trans. Inf. Syst., 2012

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

The Community and the Crowd: Multimedia Benchmark Dataset Development.
IEEE Multim., 2012

Spoken Content Retrieval: A Survey of Techniques and Technologies.
Found. Trends Inf. Retr., 2012

Discovering User Perceptions of Semantic Similarity in Near-duplicate Multimedia Files.
Proceedings of the First International Workshop on Crowdsourcing Web Search, 2012


Adaptive diversification of recommendation results via latent factor portfolio.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

TFMAP: optimizing MAP for top-n context-aware recommendation.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Recommender Systems Evaluation: A 3D Benchmark.
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

LikeLines: collecting timecode-level feedback for web videos through user interactions.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

When video search goes wrong: predicting query failure using search engine logs and visual search results.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Intent and its discontents: the user at the wheel of the online video search engine.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

ACM multimedia 2012 workshop on crowdsourcing for multimedia.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

GeoMM'12: ACM international workshop on geotagging and its applications in multimedia.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

TUD at MediaEval 2012 genre tagging task: Multi-modality video categorization with one-vs-all classifiers.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

MediaEval 2012 Tagging Task: Prediction based on One Best List and Confusion Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Preliminary Exploration of the Use of Geographical Information for Content-based Geo-tagging of Social Video.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Search and Hyperlinking Task at MediaEval 2012.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Creating a Data Collection for Evaluating Rich Speech Retrieval.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Comparing retrieval effectiveness of alternative content segmentation methods for Internet video search.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

Detector Performance Prediction Using Set Annotations.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012

2011
Tags as Bridges between Domains: Improving Recommendation with Tag-Induced Cross-Domain Collaborative Filtering.
Proceedings of the User Modeling, Adaption and Personalization, 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

Reading between the tags to predict real-world size-class for visually depicted objects in images.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Alice's worlds of wonder: exploiting tags to understand images in terms of size and scale.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Frontiers in multimedia search.
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

Rich Speech Retrieval Using Query Word Filter.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 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

Overview of MediaEval 2011 Rich Speech Retrieval Task and Genre Tagging Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

How Far Are We in Trust-Aware Recommendation?
Proceedings of the Advances in Information Retrieval, 2011

Reranking Collaborative Filtering with Multiple Self-contained Modalities.
Proceedings of the Advances in Information Retrieval, 2011

To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search.
Proceedings of the Advances in Information Retrieval, 2011

A peer's-eye view: network term clouds in a peer-to-peer system.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

The where in the tweet.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Multimedia with a speech track: searching spontaneous conversational speech.
SIGIR Forum, 2010

Podcast search: user goals and retrieval technologies.
Online Inf. Rev., 2010

Predicting podcast preference: An analysis framework and its application.
J. Assoc. Inf. Sci. Technol., 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

List-wise learning to rank with matrix factorization for collaborative filtering.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

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

Multimedia content with a speech track: ACM multimedia 2010 workshop on searching spontaneous conversational speech.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Advances in multimedia retrieval, part i: frontiers in multimedia search.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

The participation payoff: challenges and opportunities for multimedia access in networked communities.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Contextual verification for open vocabulary spoken term detection.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Towards affective state modeling in narrative and conversational settings.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

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

2009
Special Issue on Information Access to Cultural Heritage.
J. Digit. Inf., 2009

An effective coherence measure to determine topical consistency in user-generated content.
Int. J. Document Anal. Recognit., 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

Enhanced Multimedia Content Access and Exploitation Using Semantic Speech Retrieval.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Searching multimedia content with a spontaneous conversational speech track.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

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

Exploiting Surface Features for the Prediction of Podcast Preference.
Proceedings of the Advances in Information Retrieval, 2009

Investigating the Global Semantic Impact of Speech Recognition Error on Spoken Content Collections.
Proceedings of the Advances in Information Retrieval, 2009

Overview of VideoCLEF 2009: New Perspectives on Speech-based Multimedia Content Enrichment.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008
Information access to cultural heritage.
SIGIR Forum, 2008

Spoken content retrieval: Searching spontaneous conversational speech.
SIGIR Forum, 2008

Term clouds as surrogates for user generated speech.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Blogger, stick to your story: modeling topical noise in blogs with coherence measures.
Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, 2008

On the Topical Structure of the Relevance Feedback Set.
Proceedings of the LWA 2008, 2008

An Exploratory Study of User Goals and Strategies in Podcast Search.
Proceedings of the LWA 2008, 2008

Using Coherence-Based Measures to Predict Query Difficulty.
Proceedings of the Advances in Information Retrieval , 2008

Overview of VideoCLEF 2008: Automatic Generation of Topic-Based Feeds for Dual Language Audio-Visual Content.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

The University of Amsterdam at VideoCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Metadata and Multilinguality in Video Classification.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

PodCred: a framework for analyzing podcast preference.
Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, 2008

Multimodal indexing of digital audio-visual documents: A case study for cultural heritage data.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Structured Audio Player: Supporting Radio Archive Workflows with Automatically Generated Structure Metadata.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

2005
Structuring and indexing digital archives of radio broadcasters.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

2003
Using syllable-based indexing features and language models to improve German spoken document retrieval.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
SVM Classification Using Sequences of Phonemes and Syllables.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Creation of an Annotated German Broadcast Speech Database for Spoken Document Retrieval.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Exploring sub-word features and linear support vector machines for German spoken document classification.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2000
Compound splitting and lexical unit recombination for improved performance of a speech recognition system for German parliamentary speeches.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000


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