Fabian Caba Heilbron

About Fabian Caba Heilbron

Fabian Caba Heilbron, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at King Abdullah University of Science and Technology, specializes in the field of Computer Vision.

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

Scaling Up Video Summarization Pretraining with Large Language Models

Towards Automated Movie Trailer Generation

Face-aware speaker diarization for transcripts and text-based video editing

Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

Music-aware speaker diarization for transcripts and text-based video editing

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

Retiming digital videos utilizing deep learning

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Fabian Caba Heilbron Information

University

Position

Research Assistant

Citations(all)

4440

Citations(since 2020)

3735

Cited By

2002

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

King Abdullah University of Science and Technology

Google Scholar

View Google Scholar Profile

Fabian Caba Heilbron Skills & Research Interests

Computer Vision

Top articles of Fabian Caba Heilbron

Title

Journal

Author(s)

Publication Date

Scaling Up Video Summarization Pretraining with Large Language Models

arXiv preprint arXiv:2404.03398

Dawit Mureja Argaw

Seunghyun Yoon

Fabian Caba Heilbron

Hanieh Deilamsalehy

Trung Bui

...

2024/4/4

Towards Automated Movie Trailer Generation

arXiv preprint arXiv:2404.03477

Dawit Mureja Argaw

Mattia Soldan

Alejandro Pardo

Chen Zhao

Fabian Caba Heilbron

...

2024/4/4

Face-aware speaker diarization for transcripts and text-based video editing

2024/4/18

Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

Linzi Xing

Quan Tran

Fabian Caba

Franck Dernoncourt

Seunghyun Yoon

...

2024/1/28

Music-aware speaker diarization for transcripts and text-based video editing

2024/4/18

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

arXiv preprint arXiv:2404.03913

Gihyun Kwon

Simon Jenni

Dingzeyu Li

Joon-Young Lee

Jong Chul Ye

...

2024/4/5

Retiming digital videos utilizing deep learning

2023/8/31

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Chun-Hsiao Yeh

Bryan Russell

Josef Sivic

Fabian Caba Heilbron

Simon Jenni

2023

Long-range Multimodal Pretraining for Movie Understanding

arXiv e-prints

Dawit Mureja Argaw

Joon-Young Lee

Markus Woodson

In So Kweon

Fabian Caba Heilbron

2023/8

Localizing moments in long video via multimodal guidance

Wayner Barrios

Mattia Soldan

Alberto Mario Ceballos-Arroyo

Fabian Caba Heilbron

Bernard Ghanem

2023

Retiming digital videos utilizing machine learning and temporally varying speeds

2023/3/21

PIVOT: Prompting for Video Continual Learning

Andres Felipe Villa Ojeda

Juan Leon Alcazar

Motasem Alfarra

Kumail Alhamoud

Julio Hurtado

...

2023

Temporally distributed neural networks for video semantic segmentation

2023/12/26

Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory

Ting Lei

Fabian Caba

Qingchao Chen

Hailin Jin

Yuxin Peng

...

2023

Adapting Pretrained Classification Models to Different Domains

2023/10/12

Owl (observe, watch, listen): Audiovisual temporal context for localizing actions in egocentric videos

Merey Ramazanova

Victor Escorcia

Fabian Caba

Chen Zhao

Bernard Ghanem

2023

Supplementary Material of “FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks”

Santiago Castro

Fabian Caba Heilbron

2022

Moviecuts: A new dataset and benchmark for cut type recognition

Alejandro Pardo

Fabian Caba Heilbron

Juan León Alcázar

Ali Thabet

Bernard Ghanem

2022/10/23

vclimb: A novel video class incremental learning benchmark

Andrés Villa

Kumail Alhamoud

Victor Escorcia

Fabian Caba

Juan León Alcázar

...

2022

Transcript to video: Efficient clip sequencing from texts

Yu Xiong

Fabian Caba Heilbron

Dahua Lin

2022/10/10

See List of Professors in Fabian Caba Heilbron University(King Abdullah University of Science and Technology)

Co-Authors

H-index: 64
Bernard Ghanem

Bernard Ghanem

King Abdullah University of Science and Technology

H-index: 56
Juan Carlos Niebles

Juan Carlos Niebles

Stanford University

H-index: 45
Pablo Arbelaez

Pablo Arbelaez

Universidad de Los Andes

H-index: 19
Ali Thabet

Ali Thabet

King Abdullah University of Science and Technology

H-index: 9
Humam Alwassel

Humam Alwassel

King Abdullah University of Science and Technology

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