Camera Motion and Surrounding Scene Appearance as Context for Action Recognition. - Fabian Caba Heilbron; Ali K. Thabet; Juan Carlos Niebles; Bernard Ghanem (ACCV (4), 2014)

Collecting and Annotating Human Activities in Web Videos. - Fabian Caba Heilbron; Juan Carlos Niebles (ICMR, 2014)

Robust Manhattan Frame estimation from a single RGB-D image. - Bernard Ghanem; Ali K. Thabet; Juan Carlos Niebles; Fabian Caba Heilbron (CVPR, 2015)

ActivityNet: A large-scale video benchmark for human activity understanding. - Fabian Caba Heilbron; Victor Escorcia; Bernard Ghanem; Juan Carlos Niebles (CVPR, 2015)

Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos. - Fabian Caba Heilbron; Juan Carlos Niebles; Bernard Ghanem (CVPR, 2016)

DAPs: Deep Action Proposals for Action Understanding. - Victor Escorcia; Fabian Caba Heilbron; Juan Carlos Niebles; Bernard Ghanem (ECCV (3), 2016)

SCC: Semantic Context Cascade for Efficient Action Detection. - Fabian Caba Heilbron; Wayner Barrios; Victor Escorcia; Bernard Ghanem (CVPR, 2017)

Action Search: Learning to Search for Human Activities in Untrimmed Videos. - Humam Alwassel; Fabian Caba Heilbron; Bernard Ghanem (CoRR, 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)

Diagnosing Error in Temporal Action Detectors. - Humam Alwassel; Fabian Caba Heilbron; Victor Escorcia; Bernard Ghanem (ECCV (3), 2018)

Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization. - Humam Alwassel; Fabian Caba Heilbron; Bernard Ghanem (ECCV (9), 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 (ECCV (11), 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)

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 (ICCV Workshops, 2019)

Clothing Recognition in the Wild using the Amazon Catalog. - Fabian Caba Heilbron; Bojan Pepik; Zohar Barzelay; Michael Donoser (ICCV Workshops, 2019)

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. - Humam Alwassel; Fabian Caba Heilbron; Ali K. Thabet; Bernard Ghanem (CoRR, 2019)

Active Speakers in Context. - Juan León Alcázar; Fabian Caba; Long Mai; Federico Perazzi; Joon-Young Lee; Pablo Arbeláez; Bernard Ghanem (CVPR, 2020)

Temporally Distributed Networks for Fast Video Semantic Segmentation. - Ping Hu 001; Fabian Caba; Oliver Wang; Zhe Lin 001; Stan Sclaroff; Federico Perazzi (CVPR, 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)

APES: Audiovisual Person Search in Untrimmed Video. - Juan Leon Alcazar; Fabian Caba; Long Mai; Federico Perazzi; Joon-Young Lee; Pablo Arbeláez; Bernard Ghanem (CVPR Workshops, 2021)

MAAS: Multi-modal Assignation for Active Speaker Detection. - Juan León Alcázar; Fabian Caba Heilbron; Ali K. Thabet; Bernard Ghanem (ICCV, 2021)

Learning to Cut by Watching Movies. - Alejandro Pardo; Fabian Caba Heilbron; Juan León Alcázar; Ali K. Thabet; Bernard Ghanem (ICCV, 2021)

Learning Where to Cut from Edited Videos. - Yuzhong Huang; Xue Bai; Oliver Wang; Fabian Caba; Aseem Agarwala (ICCVW, 2021)

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. - Alejandro Pardo; Humam Alwassel; Fabian Caba Heilbron; Ali K. Thabet; Bernard Ghanem (WACV, 2021)

Real-Time Semantic Segmentation With Fast Attention. - Ping Hu 001; Federico Perazzi; Fabian Caba Heilbron; Oliver Wang; Zhe Lin 001; Kate Saenko; Stan Sclaroff (IEEE Robotics Autom. Lett., 2021)

FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks. - Santiago Castro; Fabian Caba (BMVC, 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 002; Silvio Giancola; Bernard Ghanem (CVPR, 2022)

vCLIMB: A Novel Video Class Incremental Learning Benchmark. - Andrés Villa; Kumail Alhamoud; Victor Escorcia; Fabian Caba Heilbron; Juan León Alcázar; Bernard Ghanem (CVPR, 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 (ECCV (8), 2022)

MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. - Alejandro Pardo; Fabian Caba Heilbron; Juan León Alcázar; Ali K. Thabet; Bernard Ghanem (ECCV (7), 2022)

Transcript to Video: Efficient Clip Sequencing from Texts. - Yu Xiong; Fabian Caba Heilbron; Dahua Lin (ACM Multimedia, 2022)

OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context. - Merey Ramazanova; Victor Escorcia; Fabian Caba Heilbron; Chen Zhao 002; Bernard Ghanem (CoRR, 2022)

Video-ReTime: Learning Temporally Varying Speediness for Time Remapping. - Simon Jenni; Markus Woodson; Fabian Caba Heilbron (CoRR, 2022)

VideoMap: Video Editing in Latent Space. - David Chuan-En Lin; Fabian Caba Heilbron; Joon-Young Lee; Oliver Wang; Nikolas Martelaro (CoRR, 2022)

Videogenic: Video Highlights via Photogenic Moments. - David Chuan-En Lin; Fabian Caba Heilbron; Joon-Young Lee; Oliver Wang; Nikolas Martelaro (CoRR, 2022)

OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos. - Merey Ramazanova; Victor Escorcia; Fabian Caba Heilbron; Chen Zhao 002; Bernard Ghanem (CVPR Workshops, 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 (CVPR, 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 (CVPR, 2023)

Long-range Multimodal Pretraining for Movie Understanding. - Dawit Mureja Argaw; Joon-Young Lee; Markus Woodson; In So Kweon; Fabian Caba Heilbron (ICCV, 2023)

Localizing Moments in Long Video Via Multimodal Guidance. - Wayner Barrios; Mattia Soldan; Alberto Mario Ceballos-Arroyo; Fabian Caba Heilbron; Bernard Ghanem (ICCV, 2023)

Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory. - Ting Lei 001; Fabian Caba; Qingchao Chen; Hailin Jin; Yuxin Peng; Yang Liu 105 (ICCV, 2023)

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 (Creativity & Cognition, 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 (Creativity & Cognition, 2024)

Scaling Up Video Summarization Pretraining with Large Language Models. - Dawit Mureja Argaw; Seunghyun Yoon 002; Fabian Caba Heilbron; Hanieh Deilamsalehy; Trung Bui; Zhaowen Wang; Franck Dernoncourt; Joon Son Chung (CVPR, 2024)

Towards Automated Movie Trailer Generation. - Dawit Mureja Argaw; Mattia Soldan; Alejandro Pardo; Chen Zhao 002; Fabian Caba Heilbron; Joon Son Chung; Bernard Ghanem (CVPR, 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 (CVPR, 2024)

Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets. - Ishan Rajendrakumar Dave; Fabian Caba Heilbron; Mubarak Shah; Simon Jenni (ECCV (8), 2024)

Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. - Linzi Xing; Quan Hung Tran; Fabian Caba; Franck Dernoncourt; Seunghyun Yoon 002; Zhaowen Wang; Trung Bui; Giuseppe Carenini (MMM (3), 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)

Generative Timelines for Instructed Visual Assembly. - Alejandro Pardo; Jui-Hsien Wang; Bernard Ghanem; Josef Sivic; Bryan C. Russell; Fabian Caba Heilbron (CoRR, 2024)

Improving Personalized Search with Regularized Low-Rank Parameter Updates. - Fiona Ryan; Josef Sivic; Fabian Caba Heilbron; Judy Hoffman; James M. Rehg; Bryan C. Russell (CVPR, 2025)

CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition. - Quynh Phung; Long Mai; Fabian David Caba Heilbron; Feng Liu 015; Jia-Bin Huang 001; Cusuh Ham (CoRR, 2025)