Davtyan, Aram
- Efficient Video Prediction via Sparsely Conditioned Flow Matching
2022/11/26 by Davtyan, Aram, Sameni, Sepehr, Favaro, Paolo · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
2024/12/15 by Mariam Hassan, Sebastian Stapf, Hassan, Mariam +37 · 16 citations
Engineering · Computer Science · #Human Motion and Animation #Image Processing and 3D Reconstruction #Simulation and Modeling Applications
- Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation
2023/06/06 by Aram Davtyan, Paolo Favaro, Davtyan, Aram +1 · 2 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
- KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
2021/07/07 by Davtyan, Aram, Sameni, Sepehr, Cerkezi, Llukman +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Rethinking Visual Intelligence: Insights from Video Pretraining
2025/10/28 by Acuaviva, Pablo, Davtyan, Aram, Hassan, Mariam +4 · 1 citation
#68T07 #68T20 #68T45 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.4.8 #I.5.1