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Home/Authors/Aram Davtyan

Aram Davtyan

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 8:46 PM AMS

7

papers

107

total citations

papers (7)

Efficient Video Prediction via Sparsely Conditioned Flow Matching

GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Controllable Video Generation through Global and Local Motion Dynamics

Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation

Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling

CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation

KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products

NEURIPS 2025arXiv