Adrian Popescu

Orcid: 0000-0002-8099-824X

Affiliations:
  • CEA-LIST, Paris, France


According to our database1, Adrian Popescu authored at least 132 papers between 2006 and 2024.

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Bibliography

2024
Continual Learning: Applications and the Road Forward.
Trans. Mach. Learn. Res., 2024

Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis.
CoRR, 2024

Combining Objective and Subjective Perspectives for Political News Understanding.
CoRR, 2024

Toward Fairer Face Recognition Datasets.
CoRR, 2024

Recommendation of data-free class-incremental learning algorithms by simulating future data.
CoRR, 2024

FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing.
CoRR, 2024

An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MAD '24 Workshop: Multimedia AI against Disinformation.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

2023
Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

AdvisIL - A Class-Incremental Learning Advisor.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Raising User Awareness about the Consequences of Online Photo Sharing.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

MAD '23 Workshop: Multimedia AI against Disinformation.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

A Comprehensive Study of Transfer Learning under Constraints.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023


PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning.
Proceedings of the Conference on Lifelong Learning Agents, 2023


MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
A comparative study of calibration methods for imbalanced class incremental learning.
Multim. Tools Appl., 2022

PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning.
CoRR, 2022

Optimizing Active Learning for Low Annotation Budgets.
CoRR, 2022

Dataset Knowledge Transfer for Class-Incremental Learning without Memory.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Unveiling Real-Life Effects of Online Photo Sharing.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Face Verification with Challenging Imposters and Diversified Demographics.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Automatic Detection of Bot-generated Tweets.
Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022

MAD '22 Workshop: Multimedia AI against Disinformation.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations.
Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022



Overview of the ImageCLEF 2022 Aware Task.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
A comprehensive study of class incremental learning algorithms for visual tasks.
Neural Networks, 2021

Avalanche: an End-to-End Library for Continual Learning.
CoRR, 2021




2020
ScaIL: Classifier Weights Scaling for Class Incremental Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Active Learning for Imbalanced Datasets.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Minority Class Oriented Active Learning for Imbalanced Datasets.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Active Class Incremental Learning for Imbalanced Datasets.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Initial Classifier Weights Replay for Memoryless Class Incremental Learning.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
IL2M: Class Incremental Learning With Dual Memory.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
DeeSIL: Deep-Shallow Incremental Learning.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Fast and robust duplicate image detection on the web.
Multim. Tools Appl., 2017

Harnessing noisy Web images for deep representation.
Comput. Vis. Image Underst., 2017

Vision-language integration using constrained local semantic features.
Comput. Vis. Image Underst., 2017

IRIM at TRECVID 2017: Instance Search.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Scale-Free Content Based Image Retrieval (or Nearly so).
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Result diversification in social image retrieval: a benchmarking framework.
Multim. Tools Appl., 2016

Div150Multi: a social image retrieval result diversification dataset with multi-topic queries.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Personalized Privacy-aware Image Classification.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Constrained Local Enhancement of Semantic Features by Content-Based Sparsity.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Placing Images with Refined Language Models and Similarity Search with PCA-reduced VGG Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Image Annotation and Two Paths to Text Illustration.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Handwritten word recognition using Web resources and recurrent neural networks.
Int. J. Document Anal. Recognit., 2015

Credibility in Information Retrieval.
Found. Trends Inf. Retr., 2015

On Deep Representation Learning from Noisy Web Images.
CoRR, 2015

Scalable domain adaptation of convolutional neural networks.
CoRR, 2015

CEA LIST Participation at TAC EDL English Diagnostic Task.
Proceedings of the 2015 Text Analysis Conference, 2015

Div150Cred: A social image retrieval result diversification with user tagging credibility dataset.
Proceedings of the 6th ACM Multimedia Systems Conference, 2015

Large-Scale Image Mining with Flickr Groups.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Toward an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections.
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Improving Diversity in Image Search via Supervised Relevance Scoring.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

USEMP: Finding Diverse Images at MediaEval 2015.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

CERTH/CEA LIST at MediaEval Placing Task 2015.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Retrieving Diverse Social Images at MediaEval 2015: Challenge, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

BLSTM-based handwritten text recognition using Web resources.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Evaluating User Image Tagging Credibility.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

CEA LIST's participation to the Scalable Concept Image Annotation task of ImageCLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

Effective training of convolutional networks using noisy Web images.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Duplicate image detection in a stream of web visual data.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Increasing Transparency and Privacy for Online Social Network Users - USEMP Value Model, Scoring Framework and Legal.
Proceedings of the Privacy Technologies and Policy - Third Annual Privacy Forum, 2015

2014
Fuzzy Ontology Alignment using Background Knowledge.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014

Reconnaissance de mots manuscrits hors-vocabulaire en utilisant des ressources web.
Document Numérique, 2014

Div400: a social image retrieval result diversification dataset.
Proceedings of the Multimedia Systems Conference 2014, 2014

Toward an Estimation of User Tagging Credibility for Social Image Retrieval.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

USEMP at MediaEval Placing Task 2014.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

CEA LIST's Participation at the MediaEval 2014 Retrieving Diverse Social Images Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Benchmarking result diversification in social image retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Utilisation du Web pour la reconnaissance de mots manuscrits hors vocabulaire.
Proceedings of the CORIA 2014, 2014

2013
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Towards precise POI localization with social media.
Proceedings of the ACM Multimedia Conference, 2013

CEA LIST's Participation at the MediaEval 2013 Retrieving Diverse Social Images Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

CEA LIST's Participation at MediaEval 2013 Placing Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Retrieving Diverse Social Images at MediaEval 2013: Objectives, Dataset and Evaluation.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

MUCKE Participation at Retrieving Diverse Social Images Task of MediaEval 2013.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Using the Web to Create Dynamic Dictionaries in Handwritten Out-of-Vocabulary Word Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

CEA LIST's Participation at the CLEF CHiC 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

CEA LIST@ImageCLEF 2013: Scalable Concept Image Annotation.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

User profiling for answer quality assessment in Q&A communities.
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

2012
Building Reliable and Reusable Test Collections for Image Retrieval: The Wikipedia Task at ImageCLEF.
IEEE Multim., 2012

Mining the web for points of interest.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Multimodal feature generation framework for semantic image classification.
Proceedings of the International Conference on Multimedia Retrieval, 2012

CEA LIST's Participation at MediaEval 2012 Placing Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

CEA LIST's Participation to the Concept Annotation Task of ImageCLEF 2012.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Overview of the ImageCLEF 2012 Flickr Photo Annotation and Retrieval Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Social media driven image retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Mining social media to create personalized recommendations for tourist visits.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

CEA LIST's Participation to Visual Concept Detection Task of ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Overview of the Wikipedia Image Retrieval Task at ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Image tagging and search: a gender oriented study.
Proceedings of second ACM SIGMM workshop on Social media, 2010

Spatiotemporal mapping of Wikipedia concepts.
Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010

Mining User Home Location and Gender from Flickr Tags.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Overview of the Wikipedia Retrieval Task at ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Télécom Bretagne at ImageCLEF WikipediaMM 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Deducing trip related information from flickr.
Proceedings of the 18th International Conference on World Wide Web, 2009

Mining a Multilingual Geographical Gazetteer from the Web.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Lightweight web image reranking.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Workshop on Geographic Information on the Internet Workshop (GIIW).
Proceedings of the Advances in Information Retrieval, 2009

Visual Reranking for Image Retrieval over the Wikipedia Corpus.
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

Multimodal Image Retrieval over a Large Database.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

MonuAnno: automatic annotation of georeferenced landmarks images.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Mining tourist information from user-supplied collections.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Improving Image Retrieval Using Semantic Resources.
Proceedings of the Advances in Semantic Media Adaptation and Personalization, 2008

A Conceptual Approach to Web Image Retrieval.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

See the world with themexplorer.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Gazetiki: automatic creation of a geographical gazetteer.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Conceptual Image Retrieval over the Wikipedia Corpus.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Conceptual Image Retrieval over a Large Scale Database.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

ThemExplorer: Finding and browsing geo-referenced images.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
The RIAO 2007 conference: a personal view.
SIGIR Forum, 2007

Image Retrieval Using a Multilingual Ontology.
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

OLIVE: a conceptual web image search engine.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Large scale semantic structures for image retrieval.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Ontology driven content based image retrieval.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

SemRetriev: an ontology driven image retrieval system.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Using Semantic Commonsense Resources in Image Retrieval.
Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006

Imaging Words - Wording Image.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Toward a common semantics between media and languages.
Proceedings of the International Workshop on Research Issues in Digital Libraries, 2006


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