Xiaofan Zhang

According to our database1, Xiaofan Zhang authored at least 47 papers between 2011 and 2019.

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Bibliography

2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
CoRR, 2019

SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection.
CoRR, 2019

A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices.
CoRR, 2019

FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
CoRR, 2019

Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering.
CoRR, 2019

SiamVGG: Visual Tracking using Deeper Siamese Networks.
CoRR, 2019

T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

µL2Q: An Ultra-Low Loss Quantization Method for DNN Compression.
Proceedings of the International Joint Conference on Neural Networks, 2019

Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018
Large-scale retrieval for medical image analytics: A comprehensive review.
Medical Image Analysis, 2018

Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA.
CoRR, 2018

Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
CoRR, 2018

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes.
CoRR, 2018

DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs.
Proceedings of the International Conference on Computer-Aided Design, 2018

Capacity fading detection of rectangular LiFePO4 battery by tomographic image.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

AccDNN: An IP-Based DNN Generator for FPGAs.
Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Machine learning on FPGAs to face the IoT revolution.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Measurement of intake airflow in cylinder diesel engine by industrial computed tomography.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

An energy efficient approach for C4.5 algorithm using OpenCL design flow.
Proceedings of the International Conference on Field Programmable Technology, 2017

High-performance video content recognition with long-term recurrent convolutional network for FPGA.
Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

2016
Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis.
IEEE J. Biomedical and Health Informatics, 2016

Non-Blocking Testing for Network-on-Chip.
IEEE Trans. Computers, 2016

Tolerating transient illegal turn faults in NoCs.
Microprocessors and Microsystems - Embedded Hardware Design, 2016

Embedding Label Structures for Fine-Grained Feature Representation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.
IEEE Trans. Med. Imaging, 2015

High-throughput histopathological image analysis via robust cell segmentation and hashing.
Medical Image Analysis, 2015

Dynamic trajectory of multiple single-unit activity during working memory task in rats.
Front. Comput. Neurosci., 2015

Embedding Label Structures for Fine-Grained Feature Representation.
CoRR, 2015

Fault-resilient routing unit in NoCs.
Proceedings of the 28th IEEE International System-on-Chip Conference, 2015

A Routing-Level Solution for Fault Detection, Masking, and Tolerance in NoCs.
Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

Toward consistent cell segmentation: quality assessment of cell segments via appearance and geometry features.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Fusing heterogeneous features for the image-guided diagnosis of intraductal breast lesions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images.
Proceedings of the Information Processing in Medical Imaging, 2015

Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Damping support fixture for vibration suppression in milling of thin-walled casing.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2015

2014
Mining Histopathological Images via Composite Hashing and Online Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Mining histopathological images via hashing-based scalable image retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
What color is an object?
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Color saliency model based on mean shift segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2013

2011
A Security Policy of WLAN Data Transmission Based on Logistic Chaotic Modulation.
Proceedings of the Third International Conference on Communications and Mobile Computing, 2011


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