Mert Bülent Sarıyıldız

4 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICLR (2)

Top co-authors

Yannis Kalantidis (4) Diane Larlus (4) Karteek Alahari (2) Philippe Weinzaepfel (2) Thomas Lucas (1) Rafael S. Rezende (1) Pau De Jorge (1) Gabriela Csurka (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Deep Learning (2) Learning Paradigms (2) Models (2) Computer Vision (1) Analysis (1) Learning Types (1)

Keywords

transfer learning (3) data augmentation (2) representation learning (2) knowledge distillation (1) supervised learning (1) 3d vision (1) visual localization (1) generative model (1) foundation model (1) text-to-image model (1) stable diffusion (1) geometric consistency (1) synthetic image (1) multi-teacher learning (1) image classification (1) image retrieval (1)

Papers

DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers CVPR 2025 Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency ICLR 2024 Fake It Till You Make It: Learning Transferable Representations From Synthetic ImageNet Clones CVPR 2023 No Reason for No Supervision: Improved Generalization in Supervised Models ICLR 2023