Songwei Ge - Concepedia

Author

Songwei Ge

University of Maryland, College Park ORCID

Also Known As

Ge, Songwei, Songwei Ge

Publications

948

Citations

H-Index

Concepts

All Affiliations

University of Maryland, College Park Carnegie Mellon University Renmin University of China

About

Songwei Ge is an author at University of Maryland, College Park specializing in engineering, machine learning, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	609
2	Medicine	2	2	44
3	Education	1	1	21
4	Health Sciences	1	1	12
5	Biochemistry	1	1	12

Songwei Ge

Publications

739

Citations

H-Index

Page 1

	Year	Citations
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang, Songwei Ge, Eric P. Xing, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningCategory MembershipImage Analysis	2019	278
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge, Seungjun Nah, Guilin Liu, Own CorrelationEngineeringMachine LearningNoise PriorVideo Diffusion Model	2023	107
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang, Songwei Ge, Zachary C. Lipton, Neural Information Processing Systems Convolutional Neural NetworkEngineeringMachine LearningCategory MembershipImage Analysis	2019	74
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention Songwei Ge, Zhicheng Dou, Zhengbao Jiang, EngineeringMachine LearningQuery ModelInteractive SearchQuery-aware Attention	2018	55
Grounded Text-to-Image Synthesis with Attention Refocusing Quynh Phung, Songwei Ge, Jiabin Huang	2024	52
Expressive Text-to-Image Generation with Rich Text Songwei Ge, Taesung Park, Jun-Yan Zhu,	2023	51
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge, Shlok Mishra, Simon Kornblith, EngineeringMachine LearningObject CategorizationNovel Hyperbolic ObjectiveRepresentation Learning	2023	42
Supervised Adversarial Alignment of Single-Cell RNA-seq Data Songwei Ge, Haohan Wang, Amir Alavi, Journal of Computational Biology EngineeringMachine LearningTranscriptomics TechnologyGenomicsData Science	2021	32
Creative Sketch Generation Songwei Ge, Vedanuj Goswami, C. Lawrence Zitnick, arXiv (Cornell University) Artificial IntelligenceCreative Sketch GenerationMachine LearningEngineeringEducation	2020	21
On the Content Bias in Fréchet Video Distance Songwei Ge, Aniruddha Mahapatra, Gaurav Parmar,	2024	15

Page 1