A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation

Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty
2/12/2026

No official code found. Best implementation: parmanu-lcs2/mpdistil (0 stars, MIT, last commit 2025-12-15).

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MPDistil is a teacher-student collaborative knowledge distillation framework that enables compact student models to outperform larger teacher models through meta-learning and curriculum learning. Based on the ICLR 2024 paper: **A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation**

00PythonDec 9, 202510 months agoMIT

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@article{sengupta2026good,
  title  = {A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation},
  author = {Ayan Sengupta and Shantanu Dixit and Md. Shad Akhtar and Tanmoy Chakraborty},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:367a81167305d5e85e6a13b0dcc5434e1ed616e3},
  journal = {ICLR 2024 2024}
}

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