Fabian Caba Heilbron

72 papers A* 17A 1B 3Journal 39Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Discovering Divergent Representations between Text-to-Image Models.
CoRR
Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell, Fabian Caba Heilbron, Josef Sivic, Bryan C. Russell
2025 — conf
EditDuet: A Multi-Agent System for Video Non-Linear Editing.
SIGGRAPH (Conference Paper Track)
Marcelo Sandoval-Castañeda, Bryan C. Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron
2025 J jnl
EditDuet: A Multi-Agent System for Video Non-Linear Editing.
CoRR
Marcelo Sandoval-Castañeda, Bryan C. Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron
2025 A* conf
Improving Personalized Search with Regularized Low-Rank Parameter Updates.
CVPR
Fiona Ryan, Josef Sivic, Fabian Caba Heilbron, Judy Hoffman, James M. Rehg, Bryan C. Russell
2025 J jnl
Improving Personalized Search with Regularized Low-Rank Parameter Updates.
CoRR
Fiona Ryan, Josef Sivic, Fabian Caba Heilbron, Judy Hoffman, James M. Rehg, Bryan C. Russell
2025 J jnl
ResidualViT for Efficient Temporally Dense Video Encoding.
CoRR
Mattia Soldan, Fabian Caba Heilbron, Bernard Ghanem, Josef Sivic, Bryan C. Russell
2024 J jnl
Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval.
CoRR
Jiacheng Cheng, Hijung Valentina Shin, Nuno Vasconcelos, Bryan C. Russell, Fabian Caba Heilbron
2024 A* conf
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models.
CVPR
Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron
2024 J jnl
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models.
CoRR
Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron
2024 J jnl
Generative Timelines for Instructed Visual Assembly.
CoRR
Alejandro Pardo, Jui-Hsien Wang, Bernard Ghanem, Josef Sivic, Bryan C. Russell, Fabian Caba Heilbron
2024 A* conf
Scaling Up Video Summarization Pretraining with Large Language Models.
CVPR
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
2024 J jnl
Scaling Up Video Summarization Pretraining with Large Language Models.
CoRR
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
2024 — conf
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets.
ECCV (8)
Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni
2024 J jnl
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets.
CoRR
Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni
2024 A* conf
Towards Automated Movie Trailer Generation.
CVPR
Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem
2024 J jnl
Towards Automated Movie Trailer Generation.
CoRR
Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem
2024 B conf
VideoMap: Supporting Video Exploration, Brainstorming, and Prototyping in the Latent Space.
Creativity & Cognition
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
2024 B conf
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior.
Creativity & Cognition
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
2023 A* conf
Localizing Moments in Long Video Via Multimodal Guidance.
ICCV
Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem
2023 J jnl
Localizing Moments in Long Video Via Multimodal Guidance.
CoRR
Wayner Barrios, Mattia Soldan, Fabian Caba Heilbron, Alberto Mario Ceballos-Arroyo, Bernard Ghanem
2023 A* conf
Long-range Multimodal Pretraining for Movie Understanding.
ICCV
Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron
2023 J jnl
Long-range Multimodal Pretraining for Movie Understanding.
CoRR
Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron
2023 A* conf
Meta-Personalizing Vision-Language Models to Find Named Instances in Video.
CVPR
Chun-Hsiao Yeh, Bryan C. Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni
2023 J jnl
Meta-Personalizing Vision-Language Models to Find Named Instances in Video.
CoRR
Chun-Hsiao Yeh, Bryan C. Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni
2023 — conf
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos.
CVPR Workshops
Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem
2023 A* conf
PIVOT: Prompting for Video Continual Learning.
CVPR
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
2022 J jnl
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks.
CoRR
Santiago Castro, Fabian Caba Heilbron
2022 A* conf
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions.
CVPR
Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem
2022 — conf
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition.
ECCV (7)
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
2022 J jnl
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context.
CoRR
Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem
2022 J jnl
PIVOT: Prompting for Video Continual Learning.
CoRR
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
2022 — conf
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing.
ECCV (8)
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon
2022 J jnl
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing.
CoRR
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon
2022 A* conf
Transcript to Video: Efficient Clip Sequencing from Texts.
ACM Multimedia
Yu Xiong, Fabian Caba Heilbron, Dahua Lin
2022 J jnl
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping.
CoRR
Simon Jenni, Markus Woodson, Fabian Caba Heilbron
2022 J jnl
VideoMap: Video Editing in Latent Space.
CoRR
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
2022 J jnl
Videogenic: Video Highlights via Photogenic Moments.
CoRR
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
2022 A* conf
vCLIMB: A Novel Video Class Incremental Learning Benchmark.
CVPR
Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem
2022 J jnl
vCLIMB: A Novel Video Class Incremental Learning Benchmark.
CoRR
Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
2021 J jnl
APES: Audiovisual Person Search in Untrimmed Video.
CoRR
Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem, Fabian Caba Heilbron
2021 A* conf
Learning to Cut by Watching Movies.
ICCV
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
2021 J jnl
Learning to Cut by Watching Movies.
CoRR
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
2021 A* conf
MAAS: Multi-modal Assignation for Active Speaker Detection.
ICCV
Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
2021 J jnl
MAAS: Multi-modal Assignation for Active Speaker Detection.
CoRR
Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
2021 J jnl
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions.
CoRR
Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem
2021 J jnl
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition.
CoRR
Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem
2021 J jnl
Real-Time Semantic Segmentation With Fast Attention.
IEEE Robotics Autom. Lett.
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff
2021 A conf
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.
WACV
Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
2021 J jnl
Transcript to Video: Efficient Clip Sequencing from Texts.
CoRR
Yu Xiong, Fabian Caba Heilbron, Dahua Lin
2020 J jnl
Active Speakers in Context.
CoRR
Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem
2020 J jnl
Real-time Semantic Segmentation with Fast Attention.
CoRR
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff
2020 J jnl
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol.
IEEE Access
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan C. van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
2020 J jnl
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol.
CoRR
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
2020 J jnl
Temporally Distributed Networks for Fast Video Semantic Segmentation.
CoRR
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi
2020 J jnl
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos.
CoRR
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
2019 — conf
Clothing Recognition in the Wild using the Amazon Catalog.
ICCV Workshops
Fabian Caba Heilbron, Bojan Pepik, Zohar Barzelay, Michael Donoser
2019 J jnl
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.
CoRR
Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem
2019 — conf
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos.
ICCV Workshops
Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón
2018 — conf
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization.
ECCV (9)
Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem
2018 — conf
Diagnosing Error in Temporal Action Detectors.
ECCV (3)
Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
2018 J jnl
Diagnosing Error in Temporal Action Detectors.
CoRR
Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
2018 J jnl
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary.
CoRR
Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao
2018 — conf
What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization.
ECCV (11)
Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem
2017 J jnl
Action Search: Learning to Search for Human Activities in Untrimmed Videos.
CoRR
Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem
2017 J jnl
ActivityNet Challenge 2017 Summary.
CoRR
Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch
2017 A* conf
SCC: Semantic Context Cascade for Efficient Action Detection.
CVPR
Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem
2016 — conf
DAPs: Deep Action Proposals for Action Understanding.
ECCV (3)
Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem
2016 A* conf
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos.
CVPR
Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem
2015 A* conf
ActivityNet: A large-scale video benchmark for human activity understanding.
CVPR
Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles
2015 A* conf
Robust Manhattan Frame estimation from a single RGB-D image.
CVPR
Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron
2014 — conf
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition.
ACCV (4)
Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem
2014 B conf
Collecting and Annotating Human Activities in Web Videos.
ICMR
Fabian Caba Heilbron, Juan Carlos Niebles