Mert Bülent Sariyildiz

According to our database, Mert Bülent Sariyildiz authored at least 15 papers between 2019 and 2026.

Collaborative distances:

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

2026

Task Alignment: A simple and effective proxy for model merging in computer vision.

Pau de Jorge, César Roberto de Souza, Björn Michele, Mert Bülent Sariyildiz, Philippe Weinzaepfel, Florent Perronnin, Diane Larlus, Yannis Kalantidis

CoRR, April, 2026

2025

Kinaema: a recurrent sequence model for memory and pose in motion.

Mert Bülent Sariyildiz, Philippe Weinzaepfel, Guillaume Bono, Gianluca Monaci, Christian Wolf

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers.

Mert Bülent Sariyildiz, Philippe Weinzaepfel, Thomas Lucas, Pau de Jorge, Diane Larlus, Yannis Kalantidis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency.

Yannis Kalantidis, Mert Bülent Sariyildiz, Rafael S. Rezende, Philippe Weinzaepfel, Diane Larlus, Gabriela Csurka

Proceedings of the Twelfth International Conference on Learning Representations, 2024

UNIC: Universal Classification Models via Multi-teacher Distillation.

Mert Bülent Sariyildiz, Philippe Weinzaepfel, Thomas Lucas, Diane Larlus, Yannis Kalantidis

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

On the evaluation and generalization of visual representations. (De l'évaluation et la généralisation des représentations visuelles).

Mert Bülent Sariyildiz

PhD thesis, 2023

No Reason for No Supervision: Improved Generalization in Supervised Models.

Mert Bülent Sariyildiz, Yannis Kalantidis, Karteek Alahari, Diane Larlus

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Mert Bülent Sariyildiz, Karteek Alahari, Diane Larlus, Yannis Kalantidis

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

2022

Fake it till you make it: Learning(s) from a synthetic ImageNet clone.

Mert Bülent Sariyildiz, Karteek Alahari, Diane Larlus, Yannis Kalantidis

CoRR, 2022

Improving the Generalization of Supervised Models.

Mert Bülent Sariyildiz, Yannis Kalantidis, Karteek Alahari, Diane Larlus

CoRR, 2022

2021

Concept Generalization in Visual Representation Learning.

Mert Bülent Sariyildiz, Yannis Kalantidis, Diane Larlus, Karteek Alahari

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Key protected classification for collaborative learning.

Mert Bülent Sariyildiz, Ramazan Gokberk Cinbis, Erman Ayday

Pattern Recognit., 2020

Hard Negative Mixing for Contrastive Learning.

Yannis Kalantidis, Mert Bülent Sariyildiz, Noé Pion, Philippe Weinzaepfel, Diane Larlus

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Visual Representations with Caption Annotations.

Mert Bülent Sariyildiz, Julien Perez, Diane Larlus

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Gradient Matching Generative Networks for Zero-Shot Learning.

Mert Bülent Sariyildiz, Ramazan Gokberk Cinbis

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019