Mert Bülent Sarıyıldız

Naver (South Korea) — South Korea

Computer Science · Physical Sciences

6h-index624citations20works1.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(9), Multimodal Machine Learning Applications(6), Advanced Image and Video Retrieval Techniques(3), Advanced Neural Network Applications(2), Video Surveillance and Tracking Methods(2)

Publications20 total

Kinaema: a recurrent sequence model for memory and pose in motion
arXiv (Cornell University)·2025Open Access
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers
2025
UNIC: Universal Classification Models via Multi-teacher Distillation
Lecture notes in computer science·2024· 5 cited
UNIC: Universal Classification Models via Multi-teacher Distillation
arXiv (Cornell University)·2024Open Access
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency
arXiv (Cornell University)·2024Open Access
De l'évaluation et la généralisation des représentations visuelles
ZooKeys·2023Open Access
Fake it Till You Make it: Learning Transferable Representations from Synthetic ImageNet Clones
2023· 78 citedOpen Access
Fake it till you make it: Learning(s) from a synthetic ImageNet clone
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 4 citedOpen Access
Fake it till you make it: Learning transferable representations from synthetic ImageNet clones
arXiv (Cornell University)·2022· 6 citedOpen Access
A Recurrent and Meta-learned Model of Weakly Supervised Object Localization
2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)·2022
Improving the Generalization of Supervised Models
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 3 citedOpen Access
No Reason for No Supervision: Improved Generalization in Supervised Models
arXiv (Cornell University)·2022· 6 citedOpen Access
Concept Generalization in Visual Representation Learning
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 2 citedOpen Access
Hard Negative Mixing for Contrastive Learning
Neural Information Processing Systems·2020· 67 cited
Hard Negative Mixing for Contrastive Learning
arXiv (Cornell University)·2020· 270 citedOpen Access
Key protected classification for collaborative learning
Pattern Recognition·2020· 10 citedOpen Access
Learning Visual Representations with Caption Annotations
Lecture notes in computer science·2020· 18 citedOpen Access
Learning efficient visual embedding models under data constraints
Bilkent University Institutional Repository (Bilkent University)·2019Open Access
Gradient Matching Generative Networks for Zero-Shot Learning
2019· 155 citedOpen Access
Key Protected Classification for GAN Attack Resilient Collaborative Learning
2018

Frequent Co-authors

Diane Larlus(13), Yannis Kalantidis(12), Philippe Weinzaepfel(7), Karteek Alahari(6), Ramazan Gökberk Cinbiş(4), Noé Pion(2), Erman Ayday(2), Thomas G. Lucas(2), Julien Perez(1), Thomas W. Lucas(1), Pau de Jorge(1), Gencer Sumbül(1), Guillaume Bono(1), Gianluca Monaci(1), Christian Wolf(1), Rafael Sampaio de Rezende(1), Gabriela Csurka(1)