Davtyan, Aram

8 publications

AAAI 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro

ICLR 2025 Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro

CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Pedro M B Rezende, Yasaman Haghighi, David Brüggemann, Isinsu Katircioglu, Lin Zhang, Xiaoran Chen, Suman Saha, Marco Cannici, Elie Aljalbout, Botao Ye, Xi Wang, Aram Davtyan, Mathieu Salzmann, Davide Scaramuzza, Marc Pollefeys, Paolo Favaro, Alexandre Alahi

NeurIPS 2025 KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products Zixuan Xia, Aram Davtyan, Paolo Favaro

AAAI 2024 Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation Aram Davtyan, Paolo Favaro

ICCV 2023 Efficient Video Prediction via Sparsely Conditioned Flow Matching Aram Davtyan, Sepehr Sameni, Paolo Favaro

ECCV 2022 Controllable Video Generation Through Global and Local Motion Dynamics Aram Davtyan, Paolo Favaro

AAAI 2022 KOALA: A Kalman Optimization Algorithm with Loss Adaptivity Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro