Fengbo Ren

Orcid: 0000-0002-6509-8753

According to our database1, Fengbo Ren authored at least 56 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Frequency-domain Learning for Volumetric-based 3D Data Perception.
CoRR, 2023

TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation.
CoRR, 2023

TransUPR: A Transformer-based Plug-and-Play Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation.
IROS, 2023

Enhanced Low-Resolution LiDAR-Camera Calibration via Depth Interpolation and Supervised Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-Driven Approach.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

An Experimental Study on Transferring Data-Driven Image Compressive Sensing to Bioelectric Signals.
Proceedings of the IEEE International Conference on Acoustics, 2022

STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
A Survey of System Architectures and Techniques for FPGA Virtualization.
IEEE Trans. Parallel Distributed Syst., 2021

OpenICS: Open image compressive sensing toolbox and benchmark.
Softw. Impacts, 2021

FSpGEMM: An OpenCL-based HPC Framework for Accelerating General Sparse Matrix-Matrix Multiplication on FPGAs.
CoRR, 2021

FLASH 1.0: A Software Framework for Rapid Parallel Deployment and Enhancing Host Code Portability in Heterogeneous Computing.
CoRR, 2021

FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs.
Proceedings of the 33rd IEEE International Symposium on Computer Architecture and High Performance Computing, 2021

Characterizing Loop Acceleration in Heterogeneous Computing.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Guest Editorial: Special Section on AI-Based Biomedical Circuits and Systems.
IEEE Trans. Biomed. Circuits Syst., 2020

A Review of Algorithm & Hardware Design for AI-Based Biomedical Applications.
IEEE Trans. Biomed. Circuits Syst., 2020

Build a compact binary neural network through bit-level sensitivity and data pruning.
Neurocomputing, 2020

HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC.
CoRR, 2020

Light-Weight RetinaNet for Object Detection on Edge Devices.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency.
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time.
Proceedings of the 37th International Conference on Machine Learning, 2020

Cra: A Generic Compression Ratio Adapter for End-To-End Data-Driven Image Compressive Sensing Reconstruction Frameworks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

Learning in the Frequency Domain.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing.
IEEE Trans. Ind. Electron., 2019

A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Light-Weight RetinaNet for Object Detection.
CoRR, 2019

2018
A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks.
ACM J. Emerg. Technol. Comput. Syst., 2018

Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning.
CoRR, 2018

CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Are FPGAs Suitable for Edge Computing?
Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction.
Proceedings of the Computer Vision - ECCV 2018, 2018

SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Data-Driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing.
IEEE Trans. Biomed. Circuits Syst., 2017

A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks.
CoRR, 2017

A data-driven compressive sensing framework tailored for energy-efficient wearable sensing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only).
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

2016
An 8-Bit Compressive Sensing ADC With 4-GS/s Equivalent Speed Utilizing Self-Timed Pipeline SAR-Binary-Search.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

A Configurable 12-237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals.
IEEE J. Solid State Circuits, 2016

CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction.
CoRR, 2016

A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing.
CoRR, 2016

A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data.
Proceedings of the 2016 on International Symposium on Physical Design, 2016

An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
18.5 A configurable 12-to-237KS/s 12.8mW sparse-approximation engine for mobile ExG data aggregation.
Proceedings of the 2015 IEEE International Solid-State Circuits Conference, 2015

2014
Statistical timing and power analysis of VLSI considering non-linear dependence.
Integr., 2014

A Square-Root-Free Matrix Decomposition Method for Energy-Efficient Least Square Computation on Embedded Systems.
IEEE Embed. Syst. Lett., 2014

A scalable sparse matrix-vector multiplication kernel for energy-efficient sparse-blas on FPGAs.
Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014

2013
Reference Calibration of Body-Voltage Sensing Circuit for High-Speed STT-RAMs.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013

mCOPD: mobile phone based lung function diagnosis and exercise system for COPD.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

A single-precision compressive sensing signal reconstruction engine on FPGAs.
Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013

See UV on Your Skin: An Ultraviolet Sensing and Visualization System.
Proceedings of the 8th International Conference on Body Area Networks, 2013

Proper Running Posture Guide: A Wearable Biomechanics Capture System.
Proceedings of the 8th International Conference on Body Area Networks, 2013

2012
A body-voltage-sensing-based short pulse reading circuit for spin-torque transfer RAMs (STT-RAMs).
Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

2011
Analysis of STT-RAM cell design with multiple MTJs per access.
Proceedings of the 2011 IEEE/ACM International Symposium on Nanoscale Architectures, 2011

Scalability and design-space analysis of a 1T-1MTJ memory cell.
Proceedings of the 2011 IEEE/ACM International Symposium on Nanoscale Architectures, 2011


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