Search Results for author: Wenhong Tian

Found 6 papers, 2 papers with code

Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding

2 code implementations10 Apr 2024 Jie Ou, Yueming Chen, Wenhong Tian

While Large Language Models (LLMs) have shown remarkable abilities, they are hindered by significant resource consumption and considerable latency due to autoregressive processing.

Language Modelling Large Language Model

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

1 code implementation15 Jan 2024 Jiahui Zhong, Wenhong Tian, Yuanlun Xie, Zhijia Liu, Jie Ou, Taoran Tian, Lei Zhang

In this work, we propose PMFSNet, a novel medical imaging segmentation model that effectively balances global and local feature processing while avoiding the computational redundancy typical in larger models.

Image Segmentation Medical Image Segmentation +2

Multi Loss-based Feature Fusion and Top Two Voting Ensemble Decision Strategy for Facial Expression Recognition in the Wild

no code implementations6 Nov 2023 Guangyao Zhou, Yuanlun Xie, Wenhong Tian

Different from previous studies, this paper applies both internal feature fusion for a single model and feature fusion among multiple networks, as well as the ensemble strategy.

Facial Expression Recognition Facial Expression Recognition (FER)

Uncover Common Facial Expressions in Terracotta Warriors: A Deep Learning Approach

no code implementations11 May 2021 Wenhong Tian, Yuanlun Xie, Tingsong Ma, Hengxin Zhang

At the same time, the lack of public high-quality facial expression data of the Terracotta Warriors also limits the use of deep learning technologies.

A New Approach for Resource Scheduling with Deep Reinforcement Learning

no code implementations21 Jun 2018 Yufei Ye, Xiaoqin Ren, Jin Wang, Lingxiao Xu, Wenxia Guo, Wenqiang Huang, Wenhong Tian

Based on the previous research on DRL in the literature, we introduce online resource scheduling algorithm DeepRM2 and the offline resource scheduling algorithm DeepRM_Off.

reinforcement-learning Reinforcement Learning (RL) +1

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