Search Results for author: Ankit Singh Rawat Felix Yu

Found 1 papers, 0 papers with code

RankDistil: Knowledge Distillation for Ranking

no code implementations AISTATS 2021 Sashank J. Reddi, Rama Kumar Pasumarthi, Aditya Krishna Menon, Ankit Singh Rawat Felix Yu, Seungyeon Kim, Andreas Veit, Sanjiv Kumar

Knowledge distillation is an approach to improve the performance of a student model by using the knowledge of a complex teacher. Despite its success in several deep learning applications, the study of distillation is mostly confined to classification settings.

Document Ranking Knowledge Distillation

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