Marie-Francine Moens

Marie-Francine Moens

Katholieke Universiteit Leuven

H-index: 55

Europe-Belgium

About Marie-Francine Moens

Marie-Francine Moens, With an exceptional h-index of 55 and a recent h-index of 37 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Natural language processing and understanding, machine learning, information retrieval, multimedia and text mining, archaeology.

His recent articles reflect a diverse array of research interests and contributions to the field:

NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties

Animate Your Motion: Turning Still Images into Dynamic Videos

Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations

Beyond document page classification: Design, datasets, and challenges

Learning to Plan for Language Modeling from Unlabeled Data

Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning

Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition

Marie-Francine Moens Information

University

Position

Professor of Computer Science

Citations(all)

12620

Citations(since 2020)

5991

Cited By

8973

hIndex(all)

55

hIndex(since 2020)

37

i10Index(all)

192

i10Index(since 2020)

114

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

View Google Scholar Profile

Marie-Francine Moens Skills & Research Interests

Natural language processing and understanding

machine learning

information retrieval

multimedia and text mining

archaeology

Top articles of Marie-Francine Moens

Title

Journal

Author(s)

Publication Date

NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties

arXiv preprint arXiv:2402.01590

Jingyuan Sun

Mingxiao Li

Zijiao Chen

Marie-Francine Moens

2024/2/2

Animate Your Motion: Turning Still Images into Dynamic Videos

arXiv preprint arXiv:2403.10179

Mingxiao Li

Bo Wan

Marie-Francine Moens

Tinne Tuytelaars

2024/3/15

Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations

arXiv preprint arXiv:2401.14212

Wolf Nuyts

Ruben Cartuyvels

Marie-Francine Moens

2024/1/25

Beyond document page classification: Design, datasets, and challenges

Jordy Van Landeghem

Sanket Biswas

Matthew Blaschko

Marie-Francine Moens

2024

Learning to Plan for Language Modeling from Unlabeled Data

arXiv preprint arXiv:2404.00614

Nathan Cornille

Marie-Francine Moens

Florian Mai

2024/3/31

Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks

arXiv preprint arXiv:2403.09377

Tingyu Qu

Tinne Tuytelaars

Marie-Francine Moens

2024/3/14

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning

arXiv preprint arXiv:2403.16543

Philipp Borchert

Jochen De Weerdt

Marie-Francine Moens

2024/3/25

Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition

IEEE Access

Chang Tian

Wenpeng Yin

Dan Li

Marie-Francine Moens

2024/3/7

Computational Models to Study Language Processing in the Human Brain: A Survey

Shaonan Wang

Jingyuan Sun

Yunhao Zhang

Nan Lin

Marie-Francine Moens

...

2024/3/20

DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images

arXiv preprint arXiv:2404.18020

Maria Mihaela Trusca

Tinne Tuytelaars

Marie-Francine Moens

2024/4/27

Contrast, attend and diffuse to decode high-resolution images from brain activities

Advances in Neural Information Processing Systems

Jingyuan Sun

Mingxiao Li

Zijiao Chen

Yunhao Zhang

Shaonan Wang

...

2024/2/13

Align MacridVAE: Multimodal Alignment for Disentangled Recommendations

Ignacio Avas

Liesbeth Allein

Katrien Laenen

Marie-Francine Moens

2024/3/20

Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control

arXiv preprint arXiv:2404.13766

Maria Mihaela Trusca

Wolf Nuyts

Jonathan Thomm

Robert Honig

Thomas Hofmann

...

2024/4/21

An Information Extraction Study: Take in Mind the Tokenization!

Christos Theodoropoulos

Marie-Francine Moens

2023/8/21

Decoding realistic images from brain activity with contrastive self-supervision and latent diffusion

arXiv preprint arXiv:2310.00318

Jingyuan Sun

Mingxiao Li

Marie-Francine Moens

2023/9/30

Investigating better context representations for generative question answering

Information Retrieval Journal

Sumam Francis

Marie-Francine Moens

2023/12

Text augmentations with R-drop for classification of tweets self reporting Covid-19

arXiv preprint arXiv:2311.03420

Sumam Francis

Marie-Francine Moens

2023/11/6

Multimodal distillation for egocentric action recognition

Gorjan Radevski

Dusan Grujicic

Matthew Blaschko

Marie-Francine Moens

Tinne Tuytelaars

2023

Learning Sentence-Level Representations with Predictive Coding

Machine Learning and Knowledge Extraction

Vladimir Araujo

Marie-Francine Moens

Alvaro Soto

2023/1/9

Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification

Sumam Francis

Kanimozhi Uma

Marie-Francine Moens

2023/4/30

See List of Professors in Marie-Francine Moens University(Katholieke Universiteit Leuven)

Co-Authors

H-index: 117
Tat-Seng Chua

Tat-Seng Chua

National University of Singapore

H-index: 97
Tang Jie

Tang Jie

Tsinghua University

H-index: 77
Tinne Tuytelaars

Tinne Tuytelaars

Katholieke Universiteit Leuven

H-index: 23
Jos Dumortier

Jos Dumortier

Katholieke Universiteit Leuven

H-index: 18
Parisa Kordjamshidi

Parisa Kordjamshidi

Michigan State University

H-index: 12
Artuur Leeuwenberg

Artuur Leeuwenberg

Universiteit Utrecht

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