Mert Bülent Sarıyıldız

Hard Negative Mixing for Contrastive Learning

Yannis Kalantidis, Mert Bülent Sarıyıldız, Noé Pion et al. · arXiv (Cornell University) · 2020 · 270 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +19

Gradient Matching Generative Networks for Zero-Shot Learning

Mert Bülent Sarıyıldız, Ramazan Gökberk Cinbiş · 2019 · 154 citations · Full text

Few-shot Learning, Zsl Accuracy, Machine Vision +13

Fake it Till You Make it: Learning Transferable Representations from Synthetic ImageNet Clones

Mert Bülent Sarıyıldız, Karteek Alahari, Diane Larlus et al. · 2023 · 78 citations · Full text

Engineering, Machine Learning, Style Transfer +19

Hard Negative Mixing for Contrastive Learning

Yannis Kalantidis, Mert Bülent Sarıyıldız, Noé Pion et al. · Neural Information Processing Systems · 2020 · 67 citations

Artificial Intelligence, Few-shot Learning, Engineering +19

Learning Visual Representations with Caption Annotations

Mert Bülent Sarıyıldız, Julien Perez, Diane Larlus · Lecture notes in computer science · 2020 · 18 citations · Full text