5 papers
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu +5
Recent advances in generative AI have significantly enhanced image and video editing, particularly in the context of text prompt control. State-of-the-art approaches predominantly…
Sparse Generative Adversarial Network
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim
We propose a new approach to Generative Adversarial Networks (GANs) to achieve an improved performance with additional robustness to its so-called and well recognized mode collapse…
Deep Dictionary Learning: A PARametric NETwork Approach
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim +1
Deep dictionary learning seeks multiple dictionaries at different image scales to capture complementary coherent characteristics. We propose a method for learning a hierarchy of sy…
Information diffusion in interconnected heterogeneous networks
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim +1
In this paper, we are interested in modeling the diffusion of information in a multilayer network using thermodynamic diffusion approach. State of each agent is viewed as a topic m…
Information Diffusion of Topic Propagation in Social Media
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim +1
Real-world social and/or operational networks consist of agents with associated states, whose connectivity forms complex topologies. This complexity is further compounded by interc…