Search Results for author: Panpan Zou

Found 3 papers, 0 papers with code

Multi scale Feature Extraction and Fusion for Online Knowledge Distillation

no code implementations16 Jun 2022 Panpan Zou, Yinglei Teng, Tao Niu

Moreover, we aggregate and fuse the former processed feature maps via feature fusion to assist the training of student models.

Knowledge Distillation Transfer Learning

Asymptotic Soft Cluster Pruning for Deep Neural Networks

no code implementations16 Jun 2022 Tao Niu, Yinglei Teng, Panpan Zou

Filter pruning method introduces structural sparsity by removing selected filters and is thus particularly effective for reducing complexity.

Clustering

An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic

no code implementations9 Jan 2022 Tao Niu, Yinglei Teng, Zhu Han, Panpan Zou

Recently, the applications of deep neural network (DNN) have been very prominent in many fields such as computer vision (CV) and natural language processing (NLP) due to its superior feature extraction performance.

Quantization

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