Firat Oncel

I'm a 2nd year CS PhD student at Concordia University and MILA Québec under the supervision of Asst. Prof. Dr. Cem Subakan and Asst. Prof. Dr. Mirco Ravanelli

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Research

I'm interested in audio processing, large language models, recommender systems and efficient attention mechanisms.

Research Papers

In this paper, we propose an audio prototypical network for controllable music recommendation.

In this paper we explore the additional adaptation characteristics of LLMs. We dive deep into the impact of pretraining data similarity and offer insights for future adaptations.

In this paper we propose an uncertainty guided query expansion technique to image retrieval problem.

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