Gradient Matching Generative Networks for Zero-Shot Learning. - Mert Bülent Sariyildiz; Ramazan Gokberk Cinbis (CVPR, 2019)

Learning Visual Representations with Caption Annotations. - Mert Bülent Sariyildiz; Julien Perez; Diane Larlus (ECCV (8), 2020)

Hard Negative Mixing for Contrastive Learning. - Yannis Kalantidis; Mert Bülent Sariyildiz; Noé Pion; Philippe Weinzaepfel; Diane Larlus (NeurIPS, 2020)

Key protected classification for collaborative learning. - Mert Bülent Sariyildiz; Ramazan Gokberk Cinbis; Erman Ayday (Pattern Recognit., 2020)

Concept Generalization in Visual Representation Learning. - Mert Bülent Sariyildiz; Yannis Kalantidis; Diane Larlus; Karteek Alahari (ICCV, 2021)

Improving the Generalization of Supervised Models. - Mert Bülent Sariyildiz; Yannis Kalantidis; Karteek Alahari; Diane Larlus (CoRR, 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)

Fake it Till You Make it: Learning Transferable Representations from Synthetic ImageNet Clones. - Mert Bülent Sariyildiz; Karteek Alahari; Diane Larlus; Yannis Kalantidis (CVPR, 2023)

No Reason for No Supervision: Improved Generalization in Supervised Models. - Mert Bülent Sariyildiz; Yannis Kalantidis; Karteek Alahari; Diane Larlus (ICLR, 2023)

On the evaluation and generalization of visual representations. (De l'évaluation et la généralisation des représentations visuelles). - Mert Bülent Sariyildiz (2023)

UNIC: Universal Classification Models via Multi-teacher Distillation. - Mert Bülent Sariyildiz; Philippe Weinzaepfel; Thomas Lucas 002; Diane Larlus; Yannis Kalantidis (ECCV (4), 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 (ICLR, 2024)

DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers. - Mert Bülent Sariyildiz; Philippe Weinzaepfel; Thomas Lucas 002; Pau de Jorge; Diane Larlus; Yannis Kalantidis (CVPR, 2025)