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

Contextual information for instance-level video analysis - Juan Leon Alcazar (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)

MAIN: Multi-Attention Instance Network for video segmentation. - Juan León Alcázar; María Alejandra Bravo; Guillaume Jeanneret; Ali K. Thabet; Thomas Brox; Pablo Arbeláez; Bernard Ghanem (Comput. Vis. Image Underst., 2021)

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)

End-to-End Active Speaker Detection. - Juan León Alcázar; Moritz Cordes; Chen Zhao 002; Bernard Ghanem (ECCV (37), 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)

Just a Glimpse: Rethinking Temporal Information for Video Continual Learning. - Lama Alssum; Juan León Alcázar; Merey Ramazanova; 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)

Learning to Read Analog Gauges from Synthetic Data. - Juan Leon Alcazar; Yazeed Alnumay; Cheng Zheng 003; Hassane Trigui; Sahejad Patel; Bernard Ghanem (WACV, 2024)

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration. - Juan C. Pérez; Alejandro Pardo; Mattia Soldan; Hani Itani; Juan Leon Alcazar; Bernard Ghanem (CoRR, 2024)

OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection. - Shuming Liu 001; Chen Zhao 002; Fatimah Zohra; Mattia Soldan; Alejandro Pardo; Mengmeng Xu 006; Lama Alssum; Merey Ramazanova; Juan León Alcázar; Anthony Cioppa; Silvio Giancola; Carlos Hinojosa; et al. (CVPR Workshops, 2025)

Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models. - Andrés Villa; Juan León Alcázar; Alvaro Soto; Bernard Ghanem (CVPR Workshops, 2025)

EAGLE: Enhanced Visual Grounding Minimizes Hallucinations in Instructional Multimodal Models. - Andrés Villa; Juan León Alcázar; Motasem Alfarra; Vladimir Araujo; Alvaro Soto; Bernard Ghanem (CoRR, 2025)

Motion-Aware Concept Alignment for Consistent Video Editing. - Tong Zhang 001; Juan Carlos León Alcázar; Bernard Ghanem (CoRR, 2025)

MoDA: Modulation Adapter for Fine-Grained Visual Grounding in Instructional MLLMs. - Wayner Barrios; Andrés Villa; Juan León Alcázar; SouYoung Jin; Bernard Ghanem (CoRR, 2025)