Mariya I. Vasileva

According to our database, Mariya I. Vasileva authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

OutfitTransformer: Learning Outfit Representations for Fashion Recommendation.

Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva, Yen-Liang Lin, Anurag Beniwal, Alan Lu, Gerard Medioni

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

HandsOff: Labeled Dataset Generation With No Additional Human Annotations.

Austin Xu, Mariya I. Vasileva, Achal Dave, Arjun Seshadri

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

OutfitTransformer: Outfit Representations for Fashion Recommendation.

Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva, Yen-Liang Lin, Anurag Beniwal, Alan Lu, Gerard Medioni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020

Understanding the rich world of outfits: a study of fashion compatibility, latent style, and outfit behavior

Mariya I. Vasileva

PhD thesis, 2020

The Dark Side of Machine Learning Algorithms: How and Why They Can Leverage Bias, and What Can Be Done to Pursue Algorithmic Fairness.

Mariya I. Vasileva

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Why Do These Match? Explaining the Behavior of Image Similarity Models.

Bryan A. Plummer, Mariya I. Vasileva, Vitali Petsiuk, Kate Saenko, David A. Forsyth

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning Similarity Conditions Without Explicit Supervision.

Reuben Tan, Mariya I. Vasileva, Kate Saenko, Bryan A. Plummer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Learning Type-Aware Embeddings for Fashion Compatibility.

Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar, David A. Forsyth

Proceedings of the Computer Vision - ECCV 2018, 2018