Duc-Tien Dang-Nguyen

Orcid: 0000-0002-2761-2213

Affiliations:
  • University of Bergen, Norway


According to our database1, Duc-Tien Dang-Nguyen authored at least 124 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection.
CoRR, 2024

Deepfake Detection: Analyzing Model Generalization Across Architectures, Datasets, and Pre-Training Paradigms.
IEEE Access, 2024

Ookpik- A Collection of Out-of-Context Image-Caption Pairs.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023
Trustworthy journalism through AI.
Data Knowl. Eng., July, 2023

Semantic Knowledge Graphs for the News: A Review.
ACM Comput. Surv., 2023

Online Multimedia Verification with Computational Tools and OSINT: Russia-Ukraine Conflict Case Studies.
CoRR, 2023

Detecting Out-of-Context Image-Caption Pairs in News: A Counter-Intuitive Method.
CoRR, 2023

Deepfake Detection: A Comparative Analysis.
CoRR, 2023

Grand Challenge On Detecting Cheapfakes.
CoRR, 2023

Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021.
IEEE Access, 2023

Visual User-Generated Content Verification in Journalism: An Overview.
IEEE Access, 2023

News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023.
Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Practical Analyses of How Common Social Media Platforms and Photo Storage Services Handle Uploaded Images.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

LifeLens: Transforming Lifelog Search with Innovative UX/UI Design.
Proceedings of the 6th Annual ACM Lifelog Search Challenge, 2023

ICDAR'23: Intelligent Cross-Data Analysis and Retrieval.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Introduction to the Sixth Annual Lifelog Search Challenge, LSC'23.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

The Relation between Texts and Images in News: News Images in MediaEval 2023.
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Detecting Cheapfakes using Self-Query Adaptive-Context Learning.
Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023

Leveraging Cross-Modals for Cheapfakes Detection.
Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023

Detecting Out-of-Context Image-Caption Pair in News: A Counter-Intuitive Method.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
ACM Multimedia Grand Challenge on Detecting Cheapfakes.
CoRR, 2022

Adversarial Attacks on Deepfake Detectors: A Practical Analysis.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Combination of Visual-Semantic Reasoning and Text Entailment-based Boosting Algorithm for Cheapfake Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

DeDigi: A Privacy-by-Design Platform for Image Forensics.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

News Images in MediaEval 2022.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Overview of MediaEval 2022 Urban Air: Urban Life and Air Pollution.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Hybrid Transformer Network for Deepfake Detection.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021
MMSys'21 Grand Challenge on Detecting Cheapfakes.
CoRR, 2021

Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

ICDAR'21: Intelligent Cross-Data Analysis and Retrieval.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Emerging News task: Detecting emerging events from social media and news feeds.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Emotional Mario Task at MediaEval 2021.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

News Images in MediaEval 2021.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze Prediction.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

2020
Morphological Filter Detector for Image Forensics Applications.
IEEE Access, 2020


An Active Learning Framework for Duplicate Detection in SaaS Platforms.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Introduction to the Third Annual Lifelog Search Challenge (LSC'20).
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

A Framework for Paper Submission Recommendation System.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Malware Detection Using System Logs.
Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

Duplicate Identification Algorithms in SaaS Platforms.
Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020


Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog.
Proceedings of the Working Notes of CLEF 2020, 2020

Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data.
Proceedings of the Working Notes of CLEF 2020, 2020


2019
A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task.
Proceedings of the NII Testbeds and Community for Information Access Research, 2019

Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task.
Proceedings of the NII Testbeds and Community for Information Access Research, 2019

Summarizing E-sports matches and tournaments: the example of counter-strike: global offensive.
Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, 2019

A Test Collection for Interactive Lifelog Retrieval.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019


LifeSeeker: Interactive Lifelog Search Engine at LSC 2019.
Proceedings of the ACM Workshop on Lifelog Search Challenge, 2019

Replay Detection and Multi-stream Synchronization in CS: GO Game Streams Using Content-Based Image Retrieval and Image Signature Matching.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

GameStory Task at MediaEval 2019.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

DCU Team at the 2019 Insight for Wellbeing Task: Multimodal Personal Health Lifelog Data Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

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

Overview of MediaEval 2019: Insights for Wellbeing TaskMultimodal Personal Health Lifelog Data Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019


LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System.
Proceedings of the Working Notes of CLEF 2019, 2019


Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval.
Proceedings of the Working Notes of CLEF 2019, 2019

Image Retrieval Evaluation in Specific Domains.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Verifying information with multimedia content on twitter - A comparative study of automated approaches.
Multim. Tools Appl., 2018

An Overview of User-level Usage Monitoring in Cloud Environment.
Proceedings of the Social Transformation, 2018

Usage Analytics: Research Directions to Discover Insights from Cloud-based Applications.
Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, 2018

LIFER: An Interactive Lifelog Retrieval System.
Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge, 2018

LSE2018 Panel - Challenges of Lifelog Search and Access.
Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge, 2018

Challenges and Opportunities within Personal Life Archives.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Medico Multimedia Task at MediaEval 2018.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Team ORG @ GameStory Task 2018.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

GameStory Task at MediaEval 2018.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

A Deep Learning based Food Recognition System for Lifelog Images.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

An Interactive Lifelog Retrieval System for Activities of Daily Living Understanding.
Proceedings of the Working Notes of CLEF 2018, 2018


Overview of ImageCLEFlifelog 2018: Daily Living Understanding and Lifelog Moment Retrieval.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Overview of NTCIR-13 Lifelog-2 Task.
Proceedings of the 13th NTCIR Conference, 2017

KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017

A Holistic Multimedia System for Gastrointestinal Tract Disease Detection.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017

A Baseline Search Engine for Personal Life Archives.
Proceedings of the 2nd Workshop on Lifelogging Tools and Applications, 2017

LTA 2017: The Second Workshop on Lifelogging Tools and Applications.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

The JORD System: Linking Sky and Social Multimedia Data to Natural Disasters.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Multimedia for Medicine: The Medico Task at MediaEval 2017.
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

A Comparison of Deep Learning with Global Features for Gastrointestinal Disease Detection.
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

A Domain-based Late-Fusion for Disaster Image Retrieval from Social Media.
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

Smart Lifelogging: Recognizing Human Activities using PHASOR.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Using LDP-TOP in Video-Based Spoofing Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Organizer Team at ImageCLEFlifelog 2017: Baseline Approaches for Lifelog Retrieval and Summarization.
Proceedings of the Working Notes of CLEF 2017, 2017

Overview of ImageCLEF 2017: Information Extraction from Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Overview of ImageCLEFlifelog 2017: Lifelog Retrieval and Summarization.
Proceedings of the Working Notes of CLEF 2017, 2017

Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud.
Proceedings of the Computer-Human Interaction Research and Applications, 2017

Building a Disclosed Lifelog Dataset: Challenges, Principles and Processes.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Exploiting visual saliency for increasing diversity of image retrieval results.
Multim. Tools Appl., 2016

Heimdallr: a dataset for sport analysis.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

The VMU Participation @ Verifying Multimedia Use 2016.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Verifying Multimedia Use at MediaEval 2016.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

FACE spoofing detection using LDP-TOP.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
3D-Model-Based Video Analysis for Computer Generated Faces Identification.
IEEE Trans. Inf. Forensics Secur., 2015

RAISE: a raw images dataset for digital image forensics.
Proceedings of the 6th ACM Multimedia Systems Conference, 2015

Multimodal-based Diversified Summarization in Social Image Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

The CERTH-UNITN Participation @ Verifying Multimedia Use 2015.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Verifying Multimedia Use at MediaEval 2015.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

A hybrid approach for retrieving diverse social images of landmarks.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014
Discrimination of Computer Generated versus Natural Human Faces.
PhD thesis, 2014

Robust event discovery from photo collections using Signature Image Bases (SIBs).
Multim. Tools Appl., 2014

Video forensics based on expression dynamics.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

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

Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Revealing synthetic facial animations of realistic characters.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

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

2013
Counter-forensics of median filtering.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Exploiting visual search theory to infer social interactions.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

2012
Identify computer generated characters by analysing facial expressions variation.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Saliency detection as a support for image forensics.
Proceedings of the 5th International Symposium on Communications, 2012

Discrimination between computer generated and natural human faces based on asymmetry information.
Proceedings of the 20th European Signal Processing Conference, 2012

Supervised models for multimodal image retrieval based on visual, semantic and geographic information.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Signature-image-based event analysis for personal photo albums.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011


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