Aram Davtyan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Successive Frames

Layered Representation

Top Venues

Nucleic Acids Res.

Publications

Aram Davtyan, Paolo Favaro
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation. AAAI (2024)
Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro
Enabling Visual Composition and Animation in Unsupervised Video Generation. CoRR (2024)
Aram Davtyan, Paolo Favaro
Learn the Force We Can: Multi-Object Video Generation from Pixel-Level Interactions. CoRR (2023)
Aram Davtyan, Sepehr Sameni, Paolo Favaro
Efficient Video Prediction via Sparsely Conditioned Flow Matching. ICCV (2023)
Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro
Multi-View Unsupervised Image Generation with Cross Attention Guidance. CoRR (2023)
Aram Davtyan, Paolo Favaro
Controllable Video Generation through Global and Local Motion Dynamics. CoRR (2022)
Aram Davtyan, Paolo Favaro
Controllable Video Generation Through Global and Local Motion Dynamics. ECCV (17) (2022)
Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity. AAAI (2022)
Aram Davtyan, Sepehr Sameni, Paolo Favaro
Randomized Conditional Flow Matching for Video Prediction. CoRR (2022)
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
OpenAWSEM with Open3SPN2: A fast, flexible, and accessible framework for large-scale coarse-grained biomolecular simulations. PLoS Comput. Biol. 17 (2) (2021)
Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro
KaFiStO: A Kalman Filtering Framework for Stochastic Optimization. CoRR (2021)
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
AWSEM-Suite: a protein structure prediction server based on template-guided, coevolutionary-enhanced optimized folding landscapes. Nucleic Acids Res. 48 (Webserver-Issue) (2020)