Publications

Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, J Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr (2024). CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. ECCV 2024.

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Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Anil Ramakrishna, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr (2024). Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. preprint.

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Metehan Oguz, Y. Umut Ciftci, Yavuz Faruk Bakman (2024). Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts. ACL 2024 SIGTURK Workshop.

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Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr (2024). MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL 2024.

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Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr (2024). Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. ICLR 2024.

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Erum Mushtaq, Yavuz Faruk Bakman, Jie Ding, Salman Avestimehr (2023). Federated Alternate Training (FAT): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging. ISBI 2023.

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