Search Results for author: Hang Shao

Found 6 papers, 1 papers with code

One-Shot Sensitivity-Aware Mixed Sparsity Pruning for Large Language Models

no code implementations14 Oct 2023 Hang Shao, Bei Liu, Bo Xiao, Ke Zeng, Guanglu Wan, Yanmin Qian

Various Large Language Models(LLMs) from the Generative Pretrained Transformer(GPT) family have achieved outstanding performances in a wide range of text generation tasks.

Quantization Text Generation

A Novel Convolutional Neural Network Architecture with a Continuous Symmetry

1 code implementation3 Aug 2023 Yao Liu, Hang Shao, Bing Bai

This paper introduces a new Convolutional Neural Network (ConvNet) architecture inspired by a class of partial differential equations (PDEs) called quasi-linear hyperbolic systems.

Image Classification

Whisper-KDQ: A Lightweight Whisper via Guided Knowledge Distillation and Quantization for Efficient ASR

no code implementations18 May 2023 Hang Shao, Wei Wang, Bei Liu, Xun Gong, Haoyu Wang, Yanmin Qian

Due to the rapid development of computing hardware resources and the dramatic growth of data, pre-trained models in speech recognition, such as Whisper, have significantly improved the performance of speech recognition tasks.

Knowledge Distillation Quantization +2

Towards Trustworthy Multi-label Sewer Defect Classification via Evidential Deep Learning

no code implementations25 Oct 2022 Chenyang Zhao, Chuanfei Hu, Hang Shao, Zhe Wang, Yongxiong Wang

An automatic vision-based sewer inspection plays a key role of sewage system in a modern city.

ASD: Towards Attribute Spatial Decomposition for Prior-Free Facial Attribute Recognition

no code implementations25 Oct 2022 Chuanfei Hu, Hang Shao, Bo Dong, Zhe Wang, Yongxiong Wang

Representing the spatial properties of facial attributes is a vital challenge for facial attribute recognition (FAR).

Attribute

The Riemannian Geometry of Deep Generative Models

no code implementations21 Nov 2017 Hang Shao, Abhishek Kumar, P. Thomas Fletcher

Deep generative models learn a mapping from a low dimensional latent space to a high-dimensional data space.

Translation

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