BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning. - Omer Veysel Cagatan; Baris Akgün (ACML, 2023)

ToddlerBERTa: Exploiting BabyBERTa for Grammar Learning and Language Understanding. - Omer Veysel Cagatan (CoRR, 2023)

UNSEE: Unsupervised Non-contrastive Sentence Embeddings. - Ömer Veysel Çagatan (EACL (1), 2024)

SigCLR: Sigmoid Contrastive Learning of Visual Representations. - Ömer Veysel Çagatan (CoRR, 2024)

Uncovering RL Integration in SSL Loss: Objective-Specific Implications for Data-Efficient RL. - Ömer Veysel Çagatan; Baris Akgün (CoRR, 2024)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (ICLR, 2025)

Adversarial Robustness of Discriminative Self-Supervised Learning in Vision. - Ömer Veysel Çagatan; Ömer Faruk Tal; M. Emre Gürsoy (CoRR, 2025)