Fabian Caba Heilbron

18 papers · 2015–2026 · 4 conferences · across top CS/AI conferences

Achievements

+10 more ↓

🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🏃 Academic Marathon (11) 🌍 Conference Polyglot (4) 🗺️ Taxonomy Completionist (40)

🗺️ Taxonomy Completionist (40) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🤝 Dynamic Duo (11) 💎 Century Club (18) ❓ The Questioner 🗃️ Keyword Collector (93) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

CVPR (10) ICCV (4) ECCV (3) WACV (1)

Top co-authors

Bernard Ghanem (11) Josef Sivic (4) Bryan Russell (4) Juan Carlos Niebles (3) Dawit Mureja Argaw (3) Mattia Soldan (3) Joon-Young Lee (3) Victor Escorcia (3) Humam Alwassel (2) Wayner Barrios (2)

Research topics

Computer Vision (1)

Keywords

video analysis (2) untrimmed video (2) transfer learning (2) text-to-image generation (2) human activity recognition (2) video understanding (2) image generation (1) action recognition (1) catastrophic forgetting (1) video generation (1) video classification (1) personalized generation (1) knowledge distillation (1) named entity recognition (1) vision transformer (1) image synthesis (1) text summarization (1) semantic analysis (1) multimodal learning (1) self-attention mechanism (1)

Papers

VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Discovering Divergent Representations between Text-to-Image Models ICCV 2025 ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models CVPR 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 Towards Automated Movie Trailer Generation CVPR 2024 PIVOT: Prompting for Video Continual Learning CVPR 2023 Meta-Personalizing Vision-Language Models To Find Named Instances in Video CVPR 2023 Long-range Multimodal Pretraining for Movie Understanding ICCV 2023 Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023 Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization ECCV 2018 What do I Annotate Next? An Empirical Study of Active Learning for Action Localization ECCV 2018 Diagnosing Error in Temporal Action Detectors ECCV 2018 SCC: Semantic Context Cascade for Efficient Action Detection CVPR 2017 Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos CVPR 2016 ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015 Robust Manhattan Frame Estimation From a Single RGB-D Image CVPR 2015