Search Results for author: Peiye Liu

Found 4 papers, 1 papers with code

MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning

1 code implementation CVPR 2020 Peiye Liu, Bo Wu, Huadong Ma, Mingoo Seok

Recent studies on automatic neural architecture search techniques have demonstrated significant performance, competitive to or even better than hand-crafted neural architectures.

Neural Architecture Search

SMP Challenge: An Overview of Social Media Prediction Challenge 2019

no code implementations4 Oct 2019 Bo Wu, Wen-Huang Cheng, Peiye Liu, Bei Liu, Zhaoyang Zeng, Jiebo Luo

In the SMP Challenge at ACM Multimedia 2019, we introduce a novel prediction task Temporal Popularity Prediction, which focuses on predicting future interaction or attractiveness (in terms of clicks, views or likes etc.)

Multimedia recommendation

MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning

no code implementations22 Jul 2019 Peiye Liu, Bo Wu, Huadong Ma, Mingoo Seok

Recent studies on automatic neural architectures search have demonstrated significant performance, competitive to or even better than hand-crafted neural architectures.

Neural Architecture Search

KTAN: Knowledge Transfer Adversarial Network

no code implementations18 Oct 2018 Peiye Liu, Wu Liu, Huadong Ma, Tao Mei, Mingoo Seok

To transfer the knowledge of intermediate representations, we set high-level teacher feature maps as a target, toward which the student feature maps are trained.

Image Classification Knowledge Distillation +3

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