Latest research projects, publications, and talks
A Generative Approach for Detection-driven Underwater Image Enhancement [preprint]
Posted
Chelsey Edge (Ph.D. student), Md Jahidul Islam (Ph.D. student), Christopher Morse (undergraduate research assistant), Junaed Sattar (assistant professor)
Cost-to-Go Function Generating Networks for High Dimensional Motion Planning [preprint]
Posted
Jinwook Huh, Volkan Isler (professor), Daniel D Lee
Spatially correlated rotational dynamics reveals strain dependence in amorphous particle packings [preprint]
Posted
Dong Wang, Nima Nejadsadeghi, Yan Li (Ph.D. student), Shashi Shekhar (professor), Anil Misra, Joshua A. Dijksman
The biophysical basis of protein domain compatibility in ion channels [preprint]
Posted
Willow Coyote-Maestas, David Nedrud, Antonio Suma, Yungui He, Kenneth Matreyek, Douglas Fowler, Vincenzo Carnevale, Chad L. Myers (professor), Daniel Schmidt
Improved Swarm Engineering: Aligning Intuition and Analysis [preprint]
Posted
John Harwell (Ph.D. student), Maria Gini (professor)
Human Fingerprints and Artistic Vocabulary; Rendering Data, Creating Engagement, Connection and Context to Earth System Models [conference paper]
Posted
Francesca Samsel (adjunct assistant professor), Daniel Keefe (associate professor), Bridger Herman (Ph.D. student), Greg Abram
American Geophysical Union (AGU) Fall Meeting
Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data [journal]
Posted
Panagiotis Stanitsas (Ph.D. 2018), Anoop Cherian, Vassilios Morellas (research director), Resha Tejpaul (research professional), Nikolaos Papanikolopoulos (professor), Alexander Truskinovsky
Frontiers in Digital Health
Unlocking Inverse Problems Using Deep Learning: Breaking Symmetries in Phase Retrieval [conference paper]
Posted
Kshitij Tayal (Ph.D. student), Chieh-Hsin Lai, Raunak Manekar (Ph.D. student), Zhong Zhuang, Vipin Kumar (professor), Ju Sun (assistant professor)
34th Conference on Neural Information Processing Systems (NeurIPS) 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision [conference paper]
Posted
Nicolai Häni (Ph.D. student), Selim Engin (Ph.D. student), Jun-Jee Chao (M.S. student), Volkan Isler (professor)
34th Conference on Neural Information Processing Systems (NeurIPS) 2020
Regaining Lost Seconds: Efficient Page Preloading for SGX Enclaves [conference paper]
Posted
Ximing Liu, Wenwen Wang, Lizhi Wang, Xiaoli Gong, Ziyi Zhao, Pen-Chung Yew (professor)
Proceedings of the 21st International Middleware Conference