256 citations
- Georgia Institute of TechnologyUS30 papers
- University of PennsylvaniaUS10 papers
- Atlanta University CenterUS9 papers
- M.N. Mikheev Institute of Metal PhysicsRU7 papers
- Yale UniversityUS7 papers
- CeNTechDE6 papers
- Weizmann Institute of ScienceIL6 papers
- Emerson (United States)US5 papers
- Georgia State UniversityUS5 papers
- Massachusetts Institute of TechnologyUS5 papers
- University of Illinois Urbana-ChampaignUS5 papers
- University of MichiganUS5 papers
54 papers · 1 filter
Generative Adversarial Network for Image Synthesis
Yang Lei, Richard L. J. Qiu, Tonghe Wang +3
This chapter reviews recent developments of generative adversarial networks (GAN)-based methods for medical and biomedical image synthesis tasks. These methods are classified into…
Avoiding The Double Descent Phenomenon of Random Feature Models Using Hybrid Regularization
Kelvin Kan, James G Nagy, Lars Ruthotto
We demonstrate the ability of hybrid regularization methods to automatically avoid the double descent phenomenon arising in the training of random feature models (RFM). The hallmar…
Blind signal decomposition of various word embeddings based on join and individual variance explained
Yikai Wang, Weijian Li
In recent years, natural language processing (NLP) has become one of the most important areas with various applications in human's life. As the most fundamental task, the field of…
Deep Sequence Learning for Accurate Gestational Age Estimation from a 25 Doppler Device
Nasim Katebi, Reza Sameni, Gari D. Clifford
Assessing fetal development is usually carried out by techniques such as ultrasound imaging, which is generally unavailable in rural areas due to the high cost, maintenance, skills…
Rheology finds distinct glass and jamming transitions in emulsions
Cong Cao, Jianshan Liao, Victor Breedveld +1
We study the rheology of monodisperse and bidisperse emulsions with various droplet sizes (1 m -- 2 m diameter). Above a critical volume fraction , these systems exhibit…
On the collisional disalignment of dust grains in illuminated and shaded regions of IC 63
Archana Soam, B-G Andersson, Jose Acosta-Pulido +5
Interstellar dust grain alignment causes polarization from UV to mm wavelengths, allowing the study of the geometry and strength of the magnetic field. Over last couple of decades…