Fabian Caba Heilbron

According to our database, Fabian Caba Heilbron authored at least 49 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval.

Jiacheng Cheng, Hijung Valentina Shin, Nuno Vasconcelos, Bryan C. Russell, Fabian Caba Heilbron

CoRR, 2024

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

Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets.

Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni

Proceedings of the Computer Vision - ECCV 2024, 2024

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

Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Automated Movie Trailer Generation.

Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Scaling Up Video Summarization Pretraining with Large Language Models.

Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior.

David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro

Proceedings of the 16th Conference on Creativity & Cognition, 2024

VideoMap: Supporting Video Exploration, Brainstorming, and Prototyping in the Latent Space.

David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro

Proceedings of the 16th Conference on Creativity & Cognition, 2024

2023

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

Ting Lei, Fabian Caba, Qingchao Chen, Hailin Jin, Yuxin Peng, Yang Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Localizing Moments in Long Video Via Multimodal Guidance.

Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Long-range Multimodal Pretraining for Movie Understanding.

Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

Chun-Hsiao Yeh, Bryan C. Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

PIVOT: Prompting for Video Continual Learning.

Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos.

Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Videogenic: Video Highlights via Photogenic Moments.

David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro

CoRR, 2022

VideoMap: Video Editing in Latent Space.

David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro

CoRR, 2022

Video-ReTime: Learning Temporally Varying Speediness for Time Remapping.

Simon Jenni, Markus Woodson, Fabian Caba Heilbron

CoRR, 2022

OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context.

Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem

CoRR, 2022

Transcript to Video: Efficient Clip Sequencing from Texts.

Yu Xiong, Fabian Caba Heilbron, Dahua Lin

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

MovieCuts: A New Dataset and Benchmark for Cut Type Recognition.

Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem

Proceedings of the Computer Vision - ECCV 2022, 2022

The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing.

Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon

Proceedings of the Computer Vision - ECCV 2022, 2022

vCLIMB: A Novel Video Class Incremental Learning Benchmark.

Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions.

Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks.

Santiago Castro, Fabian Caba

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Real-Time Semantic Segmentation With Fast Attention.

Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff

IEEE Robotics Autom. Lett., 2021

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.

Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Learning Where to Cut from Edited Videos.

Yuzhong Huang, Xue Bai, Oliver Wang, Fabian Caba, Aseem Agarwala

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Learning to Cut by Watching Movies.

Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MAAS: Multi-modal Assignation for Active Speaker Detection.

Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

APES: Audiovisual Person Search in Untrimmed Video.

Juan Leon Alcazar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol.

Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan C. van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón

IEEE Access, 2020

Temporally Distributed Networks for Fast Video Semantic Segmentation.

Ping Hu, Fabian Caba, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Active Speakers in Context.

Juan León Alcázar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.

Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem

CoRR, 2019

Clothing Recognition in the Wild using the Amazon Catalog.

Fabian Caba Heilbron, Bojan Pepik, Zohar Barzelay, Michael Donoser

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos.

Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary.

Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao

CoRR, 2018

What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization.

Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem

Proceedings of the Computer Vision - ECCV 2018, 2018

Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization.

Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem

Proceedings of the Computer Vision - ECCV 2018, 2018

Diagnosing Error in Temporal Action Detectors.

Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

ActivityNet Challenge 2017 Summary.

Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch

CoRR, 2017

Action Search: Learning to Search for Human Activities in Untrimmed Videos.

Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem

CoRR, 2017

SCC: Semantic Context Cascade for Efficient Action Detection.

Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

DAPs: Deep Action Proposals for Action Understanding.

Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem

Proceedings of the Computer Vision - ECCV 2016, 2016

Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos.

Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

ActivityNet: A large-scale video benchmark for human activity understanding.

Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Robust Manhattan Frame estimation from a single RGB-D image.

Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Collecting and Annotating Human Activities in Web Videos.

Fabian Caba Heilbron, Juan Carlos Niebles

Proceedings of the International Conference on Multimedia Retrieval, 2014

Camera Motion and Surrounding Scene Appearance as Context for Action Recognition.

Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem

Proceedings of the Computer Vision - ACCV 2014, 2014