Concepedia

Yogesh Balaji

YB

19

Publications

2.4K

Citations

14

H-Index

2017

Active since

Affiliations

University of Maryland, College Park(Current)

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

Top concepts

EngineeringDeep LearningMachine LearningData ScienceComputer SciencePattern RecognitionComputer VisionGenerative ModelsSynthetic Image GenerationImage Analysis

Publications per year

2017–2024

19

Publications

19

Generate to Adapt: Aligning Domains Using Generative Adversarial Networks

Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo et al. · 2018 · 687 citations

Artificial Intelligence, Engineering, Machine Learning +16

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain et al. · 2018 · 506 citations

Artificial Intelligence, Engineering, Machine Learning +20

MetaReg: towards domain generalization using meta-regularization

Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa · Neural Information Processing Systems · 2018 · 403 citations

Artificial Intelligence, Few-shot Learning, Engineering +19

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Yogesh Balaji, Seungjun Nah, Xun Huang et al. · arXiv (Cornell University) · 2022 · 223 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis

Yogesh Balaji, Martin Renqiang Min, Bing Bai et al. · 2019 · 114 citations · Full text

Artificial Intelligence, Natural Language Processing, Engineering +14

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