Haoran Yan
1 indexed paper
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126
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ML×1AI×1Sound×1
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2026
Logit Distillation on Manifolds: Mapping by Learning
The paper proposes a novel layer and point-wise projection mapping combined with LoRA injection to efficiently distill knowledge from a large teacher model to a small student model, significantly improving performance while drastically reducing trainable parameters.
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Papers
cs.LGcs.AIcs.SDRecentMay 30, 2026
Logit Distillation on Manifolds: Mapping by Learning
Yiru Yang, Junling Wang, Nishant Kumar Singh, Luohong Wu +1 more
The paper proposes a novel layer and point-wise projection mapping combined with LoRA injection to efficiently distill knowledge from a large teacher model to a small student model, significantly impr…
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