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The core of ATKD is to reduce rote learning and make teaching more diverse and flexible. Extensive experiments on 8 LM tasks show that, with the help of ATKD, various baseline KD methods can achieve consistent and significant performance gains (up to +3.04% average score) across all model types and sizes.
The core of ATKD is to reduce rote learning and make teaching more diverse and flexible. Extensive experiments on 8 LM tasks show that, with the help of ATKD, various baseline KD methods can achieve consistent and significant performance gains (up to +3.04% average score) across all model types and sizes.
Specifically, ATKD trained the best ResNet18 model on ImageNet as we knew (73.0% accuracy). One-sentence Summary: The proposed method adapts temperatures during distillation to reduce the sharpness gap between the teacher and the student based on a sharpness metric. Supplementary Material: zip. 16 Replies. Loading.
When does fast-evolving western culture stop being attractive?Artist: ATKD (Nina Philips, Laura Philips)Director: Kimiko GoodingsDOP: Andrea CasettiMUAH: Sha...
ATKD. 3,732 likes · 1 talking about this. The band ATKD is formed by twin sisters Nina & Laura Philips Impressionistic electro pop
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