88 citations · 139 across the 5 of their papers we have counts for
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cs.LG2022★ 88 cited
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers
Jiawei Liu, Jinkun Lin, Fabian Ruffy +4
Deep-learning (DL) compilers such as TVM and TensorRT are increasingly being used to optimize deep neural network (DNN) models to meet performance, resource utilization and other r…
cs.LG2019★ 7 cited
The State of Knowledge Distillation for Classification
Fabian Ruffy, Karanbir Chahal
We survey various knowledge distillation (KD) strategies for simple classification tasks and implement a set of techniques that claim state-of-the-art accuracy. Our experiments usi…