Marie-Francine Moens

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:

Align MacridVAE: Multimodal Alignment for Disentangled Recommendations

Animate Your Motion: Turning Still Images into Dynamic Videos

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

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

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

NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties

Beyond document page classification: Design, datasets, and challenges

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

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

Google Scholar

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

Align MacridVAE: Multimodal Alignment for Disentangled Recommendations

2024/3/20

Animate Your Motion: Turning Still Images into Dynamic Videos

arXiv preprint arXiv:2403.10179

2024/3/15

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

arXiv preprint arXiv:2403.09377

2024/3/14

Tingyu Qu
Tingyu Qu

H-Index: 4

Tinne Tuytelaars
Tinne Tuytelaars

H-Index: 47

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

IEEE Access

2024/3/7

Chang Tian
Chang Tian

H-Index: 2

Dan Li
Dan Li

H-Index: 10

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

Advances in Neural Information Processing Systems

2024/2/13

Mingxiao Li
Mingxiao Li

H-Index: 8

Yunhao Zhang
Yunhao Zhang

H-Index: 2

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties

arXiv preprint arXiv:2402.01590

2024/2/2

Mingxiao Li
Mingxiao Li

H-Index: 8

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Beyond document page classification: Design, datasets, and challenges

2024

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

arXiv preprint arXiv:2404.18020

2024/4/27

Tinne Tuytelaars
Tinne Tuytelaars

H-Index: 47

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

arXiv preprint arXiv:2404.13766

2024/4/21

Tinne Tuytelaars
Tinne Tuytelaars

H-Index: 47

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

arXiv preprint arXiv:2401.14212

2024/1/25

Ruben Cartuyvels
Ruben Cartuyvels

H-Index: 1

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Learning to Plan for Language Modeling from Unlabeled Data

arXiv preprint arXiv:2404.00614

2024/3/31

Nathan Cornille
Nathan Cornille

H-Index: 0

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

arXiv preprint arXiv:2403.16543

2024/3/25

Jochen De Weerdt
Jochen De Weerdt

H-Index: 19

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

2024/3/20

Yunhao Zhang
Yunhao Zhang

H-Index: 2

Nan Lin
Nan Lin

H-Index: 19

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Causal Mechanism Disentanglement to improve Few-Shot Domain Adaptation after Sparse Mechanism Shift for Next Frame Prediction

2023/4/11

Nathan Cornille
Nathan Cornille

H-Index: 0

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Generating multiple-choice questions for medical question answering with distractors and cue-masking

arXiv preprint arXiv:2303.07069

2023/3/13

Damien Sileo
Damien Sileo

H-Index: 2

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Implicit Temporal Reasoning for Evidence-Based Fact-Checking

2023/5/1

Online bias correction for task-free continual learning

ICLR 2023 at OpenReview

2023/1/20

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

Learning Sentence-Level Representations with Predictive Coding

Machine Learning and Knowledge Extraction

2023/1/9

Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity prediction

Environmental Data Science

2023/1

What Can We Learn from the Structures Found in Visual and Language Data and their Correlations?

2023

Marie-Francine Moens
Marie-Francine Moens

H-Index: 33

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

Co-Authors

academic-engine