Fabian Caba Heilbron

Research Scientist

San Jose

Fabian is a Research Scientist at Adobe Systems. His research interests span Computer Vision and Machine Learning. He is particularly interested in video understanding and human activity analysis.

Fabian received his Ph.D. from KAUST in 2019 under the supervision of professor Bernard Ghanem. He was an intern twice at Adobe (2017, 2018) and once at Amazon Berlin (2018). He is a program chair of the International Challenge on Activity Recognition (ActivityNet), which has been hosted yearly at CVPR since 2016.

Please visit his personal website for more information.


Scaling Up Video Summarization Pretraining with Large Language Models

Argaw, D., Yoon, D., Heilbron, F., Deilamsalehy, H., Bui, T., Wang, Z., Dernoncourt, F., Chung, J. (Jun. 21, 2024)

CVPR 2024

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

Kwon, G., Jenni, S., Li, D., Lee, J., Ye, J., Heilbron, F. (Jun. 19, 2024)

CVPR 2024

Towards Automated Movie Trailer Generation

Argaw, D., Soldan, M., Pardo, A., Zhao, C., Heilbron, F., Chung, J., Ghanem, B. (Jun. 19, 2024)

CVPR 2024

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

Xing, L., Tran, Q., Heilbron, F., Dernoncourt, F., Yoon, D., Wang, Z., Bui, T., Carenini, G. (Feb. 2, 2024)

Multimedia Modelling 2024