Fabian Caba Heilbron

1. Temporally Distributed Networks for Fast Video Semantic Segmentation
   2020/04/03 by Ping Hu, Fabian Caba Heilbron, Hu, Ping +9 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
2. Active Speakers in Context
   2020/05/20 by Juan León Alcázar, Alcazar, Juan Leon, Fabian Caba Heilbron +11 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
3. Diagnosing Error in Temporal Action Detectors
   2018/07/27 by Humam Alwassel, Fabian Caba Heilbron, Alwassel, Humam +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
4. Scaling Up Video Summarization Pretraining with Large Language Models
   2024/04/04 by Dawit Mureja Argaw, Seunghyun Yoon, Argaw, Dawit Mureja +13 · 4 citations
   Computer Science · #Natural Language Processing Techniques #Video Analysis and Summarization #Topic Modeling
5. FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks
   2022/03/24 by Santiago Castro, Castro, Santiago, Fabian Caba Heilbron +1 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
6. Generative Timelines for Instructed Visual Assembly
   2024/11/19 by Alejandro Pardo, Jui-Hsien Wang, Pardo, Alejandro +9 · 2 citations
   Computer Science · Engineering · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human-Computer Interaction (cs.HC) #Manufacturing Process and Optimization #Multimedia (cs.MM)
7. EditDuet: A Multi-Agent System for Video Non-Linear Editing
   2025/09/13 by Marcelo Sandoval-Castañeda, Marcelo Sandoval-Castaneda, Bryan Russell +8 · 2 citations
   Computer Science · #Digital Rights Management and Security #cs.CV
8. Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets
   2024/09/02 by Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Dave, Ishan Rajendrakumar +5 · 1 citation
   Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis
9. Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization
   2017/06/13 by Humam Alwassel, Fabian Caba Heilbron, Alwassel, Humam +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
10. Autoregressive Modeling of Film with Applications in Video Montage
    2026/07/16 by Marcelo Sandoval-Castañeda, Fabian Caba Heilbron, Shiry Ginosar +4
    Computer Science · #cs.CV
11. Controlling Embedding Spaces with Text-Conditioned Transformations
    2026/07/24 by Joseph Fioresi, Fabian Caba Heilbron, Pankaj Nathani +2
    #cs.CV #cs.AI