Fengbo Ren
Orcid: 0000-0002-6509-8753
According to our database1,
Fengbo Ren
authored at least 59 papers
between 2011 and 2024.
Collaborative distances:
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Bibliography
2024
FSpGEMM: A Framework for Accelerating Sparse General Matrix-Matrix Multiplication Using Gustavson's Algorithm on FPGAs.
IEEE Trans. Very Large Scale Integr. Syst., April, 2024
Tokenmotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection VIA Learnable Token Selection.
Proceedings of the IEEE International Conference on Acoustics, 2024
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
IEEE Trans. Parallel Distributed Syst., 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
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021
2020
IEEE Trans. Biomed. Circuits Syst., 2020
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
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020
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
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
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
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
A Scalable VLSI Architecture for Real-Time and Energy-Efficient Sparse Approximation in Compressive Sensing Systems
PhD thesis, 2014
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
IEEE Trans. Circuits Syst. I Regul. Pap., 2013
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013
Proceedings of the 8th International Conference on Body Area Networks, 2013
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
Proceedings of the 2011 IEEE/ACM International Symposium on Nanoscale Architectures, 2011
Proceedings of the 2011 IEEE/ACM International Symposium on Nanoscale Architectures, 2011