Fabian Caba Heilbron

72 papers A* 17A 1B 3Journal 39Unranked 12

Year	Rank	Type	Title / 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