Fabian Caba Heilbron

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 56

Top Topics

Temporal Context

Action Detection

Benchmark Suite

Human Activities

Top Venues

Publications

Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
Scaling Up Video Summarization Pretraining with Large Language Models. CoRR (2024)
Jiacheng Cheng, Hijung Valentina Shin, Nuno Vasconcelos, Bryan C. Russell, Fabian Caba Heilbron
Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval. CoRR (2024)
Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem
Towards Automated Movie Trailer Generation. CoRR (2024)
Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models. CoRR (2024)
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
VideoMap: Supporting Video Exploration, Brainstorming, and Prototyping in the Latent Space. Creativity & Cognition (2024)
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior. Creativity & Cognition (2024)
Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem
Localizing Moments in Long Video Via Multimodal Guidance. ICCV (2023)
Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos. CVPR Workshops (2023)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CVPR (2023)
Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron
Long-range Multimodal Pretraining for Movie Understanding. ICCV (2023)
Chun-Hsiao Yeh, Bryan Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni
Meta-Personalizing Vision-Language Models to Find Named Instances in Video. CoRR (2023)
Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron
Long-range Multimodal Pretraining for Movie Understanding. CoRR (2023)
Chun-Hsiao Yeh, Bryan Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni
Meta-Personalizing Vision-Language Models to Find Named Instances in Video. CVPR (2023)
Wayner Barrios, Mattia Soldan, Fabian Caba Heilbron, Alberto Mario Ceballos-Arroyo, Bernard Ghanem
Localizing Moments in Long Video Via Multimodal Guidance. CoRR (2023)
Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CVPR (2022)
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
Videogenic: Video Highlights via Photogenic Moments. CoRR (2022)
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. ECCV (7) (2022)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CoRR (2022)
Simon Jenni, Markus Woodson, Fabian Caba Heilbron
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping. CoRR (2022)
Santiago Castro, Fabian Caba Heilbron
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks. CoRR (2022)
Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CVPR (2022)
Yu Xiong, Fabian Caba Heilbron, Dahua Lin
Transcript to Video: Efficient Clip Sequencing from Texts. ACM Multimedia (2022)
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing. CoRR (2022)
Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CoRR (2022)
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing. ECCV (8) (2022)
Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context. CoRR (2022)
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
VideoMap: Video Editing in Latent Space. CoRR (2022)
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff
Real-Time Semantic Segmentation With Fast Attention. IEEE Robotics Autom. Lett. 6 (1) (2021)
Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. WACV (2021)
Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CoRR (2021)
Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
MAAS: Multi-modal Assignation for Active Speaker Detection. ICCV (2021)
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. CoRR (2021)
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
Learning to Cut by Watching Movies. ICCV (2021)
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
Learning to Cut by Watching Movies. CoRR (2021)
Yu Xiong, Fabian Caba Heilbron, Dahua Lin
Transcript to Video: Efficient Clip Sequencing from Texts. CoRR (2021)
Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
MAAS: Multi-modal Assignation for Active Speaker Detection. CoRR (2021)
Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem, Fabian Caba Heilbron
APES: Audiovisual Person Search in Untrimmed Video. CoRR (2021)
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos. CoRR (2020)
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe L. Lin, Stan Sclaroff, Federico Perazzi
Temporally Distributed Networks for Fast Video Semantic Segmentation. CoRR (2020)
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan C. van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. IEEE Access 8 (2020)
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. CoRR (2020)
Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem
Active Speakers in Context. CoRR (2020)
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff
Real-time Semantic Segmentation with Fast Attention. CoRR (2020)
Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. CoRR (2019)
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos. ICCV Workshops (2019)
Fabian Caba Heilbron, Bojan Pepik, Zohar Barzelay, Michael Donoser
Clothing Recognition in the Wild using the Amazon Catalog. ICCV Workshops (2019)
Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary. CoRR (2018)
Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
Diagnosing Error in Temporal Action Detectors. CoRR (2018)
Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem
What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization. ECCV (11) (2018)
Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization. ECCV (9) (2018)
Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
Diagnosing Error in Temporal Action Detectors. ECCV (3) (2018)
Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem
Action Search: Learning to Search for Human Activities in Untrimmed Videos. CoRR (2017)
Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem
SCC: Semantic Context Cascade for Efficient Action Detection. CVPR (2017)
Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch
ActivityNet Challenge 2017 Summary. CoRR (2017)
Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem
DAPs: Deep Action Proposals for Action Understanding. ECCV (3) (2016)
Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos. CVPR (2016)
Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron
Robust Manhattan Frame estimation from a single RGB-D image. CVPR (2015)
Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles
ActivityNet: A large-scale video benchmark for human activity understanding. CVPR (2015)
Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition. ACCV (4) (2014)
Fabian Caba Heilbron, Juan Carlos Niebles
Collecting and Annotating Human Activities in Web Videos. ICMR (2014)