Mariya I. Vasileva

Statistics

Publications

Citations

159

H-Index

Active since

2018

Affiliations

University of Illinois Urbana-Champaign(Current)

Amazon (Germany)

Purdue University West Lafayette

Mariya I. Vasileva is an author at University of Illinois Urbana-Champaign specializing in pattern recognition, data science, and natural language processing.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionNatural Language ProcessingFashionInformation RetrievalMarketingManagement

Publications per year

2018–2023

Publications

Learning Similarity Conditions Without Explicit Supervision

Reuben Tan, Mariya I. Vasileva, Kate Saenko et al. · 2019 · 82 citations

Engineering, Machine Learning, Similarity Measure +19

OutfitTransformer: Outfit Representations for Fashion Recommendation

Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 30 citations

Engineering, Machine Learning, Text Mining +20

Learning Type-Aware Embeddings for Fashion Compatibility

Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad et al. · arXiv (Cornell University) · 2018 · 25 citations · Full text

Natural Language Processing, Fashion Compatibility, Engineering +15

OutfitTransformer: Learning Outfit Representations for Fashion Recommendation

Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 22 citations

Artificial Intelligence, Structured Prediction, Llm Fine-tuning +22

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