Search Results for author: Xiang He

Found 12 papers, 2 papers with code

SA-GS: Scale-Adaptive Gaussian Splatting for Training-Free Anti-Aliasing

1 code implementation28 Mar 2024 Xiaowei Song, Jv Zheng, Shiran Yuan, Huan-ang Gao, Jingwei Zhao, Xiang He, Weihao Gu, Hao Zhao

This integration is actually a limiting case of super-sampling, which significantly improves anti-aliasing performance over vanilla Gaussian Splatting.

A Survey on Deep Neural Network Partition over Cloud, Edge and End Devices

no code implementations20 Apr 2023 Di Xu, Xiang He, Tonghua Su, Zhongjie Wang

This paper provides a comprehensive survey on the recent advances and challenges in DNN partition approaches over the cloud, edge, and end devices based on a detailed literature collection.

Edge-computing

An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain

1 code implementation23 Mar 2023 Xiang He, Dongcheng Zhao, Yang Li, Guobin Shen, Qingqun Kong, Yi Zeng

In order to improve the generalization ability of SNNs on event-based datasets, we use static images to assist SNN training on event data.

Transfer Learning

MSAT: Biologically Inspired Multi-Stage Adaptive Threshold for Conversion of Spiking Neural Networks

no code implementations23 Mar 2023 Xiang He, Yang Li, Dongcheng Zhao, Qingqun Kong, Yi Zeng

The self-adaptation to membrane potential and input allows a timely adjustment of the threshold to fire spike faster and transmit more information.

Sentiment Analysis Sentiment Classification +2

Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation

no code implementations6 Jul 2022 Yang Li, Xiang He, Yiting Dong, Qingqun Kong, Yi Zeng

Spiking neural network (SNN) has been attached to great importance due to the properties of high biological plausibility and low energy consumption on neuromorphic hardware.

Bayesian Optimization object-detection +1

Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning

no code implementations30 Oct 2021 Xuanli He, Iman Keivanloo, Yi Xu, Xiang He, Belinda Zeng, Santosh Rajagopalan, Trishul Chilimbi

To achieve this, we propose a novel idea, Magic Pyramid (MP), to reduce both width-wise and depth-wise computation via token pruning and early exiting for Transformer-based models, particularly BERT.

text-classification Text Classification

PAM: Understanding Product Images in Cross Product Category Attribute Extraction

no code implementations8 Jun 2021 Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong

Understanding product attributes plays an important role in improving online shopping experience for customers and serves as an integral part for constructing a product knowledge graph.

Attribute Attribute Extraction +4

Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks

no code implementations27 Apr 2019 Xiang He, Sibei Yang, Guanbin Li?, Haofeng Li, Huiyou Chang, Yizhou Yu

In this paper, we discover that global spatial dependencies and global contextual information in a biomedical image can be exploited to defend against adversarial attacks.

Image Segmentation Lesion Segmentation +3

Non-locally Enhanced Encoder-Decoder Network for Single Image De-raining

no code implementations4 Aug 2018 Guanbin Li, Xiang He, Wei zhang, Huiyou Chang, Le Dong, Liang Lin

Single image rain streaks removal has recently witnessed substantial progress due to the development of deep convolutional neural networks.

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