Aram Davtyan

23 papers A* 6Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Inspired Tokenization for Structured Image Representations.
CoRR
Aram Davtyan, Yusuf Sahin, Yasaman Haghighi, Sebastian Stapf, Pablo Acuaviva, Alexandre Alahi, Paolo Favaro
2026 J jnl
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling.
CoRR
Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro
2025 A* conf
CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation.
AAAI
Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro
2025 J jnl
Can AI Agents Design and Implement Drug Discovery Pipelines?
CoRR
Khachik Smbatyan, Tsolak Ghukasyan, Tigran Aghajanyan, Hovhannes Dabaghyan, Sergey Adamyan, Aram Bughdaryan, Vahagn Altunyan, Gagik Navasardyan, Aram Davtyan, Anush Hakobyan, Aram Gharibyan, Arman Fahradyan, Artur Hakobyan, Hasmik Mnatsakanyan, Narek Ginoyan, Garik Petrosyan
2025 A* conf
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling.
ICLR
Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro
2025 J jnl
From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models.
CoRR
Pablo Acuaviva, Aram Davtyan, Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Alexandre Alahi, Paolo Favaro
2025 A* conf
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control.
CVPR
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
2025 J jnl
KOALA++: Efficient Kalman-Based Optimization of Neural Networks with Gradient-Covariance Products.
CoRR
Zixuan Xia, Aram Davtyan, Paolo Favaro
2025 — conf
MIRAGE: Unsupervised Single Image to Novel View Generation with Cross Attention Guidance.
ICCVW
Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro
2025 J jnl
Rethinking Visual Intelligence: Insights from Video Pretraining.
CoRR
Pablo Acuaviva, Aram Davtyan, Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Alexandre Alahi, Paolo Favaro
2024 J jnl
Enabling Visual Composition and Animation in Unsupervised Video Generation.
CoRR
Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro
2024 J jnl
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control.
CoRR
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
2024 A* conf
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation.
AAAI
Aram Davtyan, Paolo Favaro
2023 A* conf
Efficient Video Prediction via Sparsely Conditioned Flow Matching.
ICCV
Aram Davtyan, Sepehr Sameni, Paolo Favaro
2023 J jnl
Learn the Force We Can: Multi-Object Video Generation from Pixel-Level Interactions.
CoRR
Aram Davtyan, Paolo Favaro
2023 J jnl
Multi-View Unsupervised Image Generation with Cross Attention Guidance.
CoRR
Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro
2022 — conf
Controllable Video Generation Through Global and Local Motion Dynamics.
ECCV (17)
Aram Davtyan, Paolo Favaro
2022 J jnl
Controllable Video Generation through Global and Local Motion Dynamics.
CoRR
Aram Davtyan, Paolo Favaro
2022 A* conf
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity.
AAAI
Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro
2022 J jnl
Randomized Conditional Flow Matching for Video Prediction.
CoRR
Aram Davtyan, Sepehr Sameni, Paolo Favaro
2021 J jnl
KaFiStO: A Kalman Filtering Framework for Stochastic Optimization.
CoRR
Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro
2021 J jnl
OpenAWSEM with Open3SPN2: A fast, flexible, and accessible framework for large-scale coarse-grained biomolecular simulations.
PLoS Comput. Biol.
Wei Lu, Carlos Bueno, Nicholas P. Schafer, Joshua Moller, Shikai Jin, Xun Chen, Mingchen Chen, Xinyu Gu, Aram Davtyan, Juan J. de Pablo, Peter G. Wolynes
2020 J jnl
AWSEM-Suite: a protein structure prediction server based on template-guided, coevolutionary-enhanced optimized folding landscapes.
Nucleic Acids Res.
Shikai Jin, Vinícius G. Contessoto, Mingchen Chen, Nicholas P. Schafer, Wei Lu, Xun Chen, Carlos Bueno, Arya Hajitaheri, Brian J. Sirovetz, Aram Davtyan, Garegin A. Papoian, Min-Yeh Tsai, Peter G. Wolynes