Yongqin Xian

Zero-Shot Learning—A Comprehensive Evaluation of the Good, the Bad and the Ugly

Yongqin Xian, Christoph H. Lampert, Bernt Schiele et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 1.5K citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +16

Feature Generating Networks for Zero-Shot Learning

Yongqin Xian, Tobias Lorenz, Bernt Schiele et al. · 2018 · 1K citations

Few-shot Learning, Image Analysis, Machine Learning +14

Zero-Shot Learning — The Good, the Bad and the Ugly

Yongqin Xian, Bernt Schiele, Zeynep Akata · 2017 · 802 citations · Full text

Artificial Intelligence, Few-shot Learning, Machine Vision +14

Latent Embeddings for Zero-Shot Classification

Yongqin Xian, Zeynep Akata, Gaurav Sharma et al. · 2016 · 694 citations

Few-shot Learning, Engineering, Machine Learning +17

F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

Yongqin Xian, Saurabh Sharma, Bernt Schiele et al. · 2019 · 583 citations

Artificial Intelligence, Few-shot Learning, Class Attributes +17