Search Results for author: Boyan Li

Found 3 papers, 2 papers with code

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference

no code implementations21 Jun 2023 Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, JianGuo Zhang, Jianxing Liao

An expanded version of our network challenges the performance of the spiking VGG-16 network with a 71. 64% top-1 accuracy, all while operating with a model capacity 2. 1 times smaller.

Image Classification

PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations

1 code implementation6 Apr 2022 Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang

In online adaptation phase, with the environment context inferred from few experiences collected in new environments, the policy is optimized by gradient ascent with respect to the PDVF.

Contrastive Learning Decision Making

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