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Research News

New Publication ICASSP'24

December 13, 2023

Zifan's paper "TokenMotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection Via Learnable Token Selection", in collaboration with University of Southern California Institute for Creative Technologies, U.S. DEVCOM Army Research Laboratory, and U.S. DEVCOM Army C5ISR Center, will be presented at The 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'24), to be held in Seoul, Korea, from April 14th-19th, 2024.

New Publication IROS'23

July 10, 2023

Zifan's paper "TransUPR: A Transformer-based Plug-and-Play Uncertain Point
Refiner For LiDAR Point Cloud Semantic Segmentation", in collaboration with University of Southern California Institute for Creative Technologies, U.S. DEVCOM Army Research Laboratory, and U.S. DEVCOM Army C5ISR Center, will be presented at The 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS'23), to be held in Detroit, MI, from October 1st-5th, 2023.

New Publication ICASSP'23

February 25, 2023

Zhikang's paper "Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-driven Approach", in collaboration with TechInsights will be presented at The 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'23), held in Rhodes Island, Greece, from June 4th-10th, 2023.

Link: Paper |

New Publication ICASSP'23

February 25, 2023

Zifan's paper "Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning", in collaboration with U.S. DEVCOM Army Research Laboratory and U.S. DEVCOM Army C5ISR Center, will be presented at The 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'23), held in Rhodes Island, Greece, from June 4th-10th, 2023.

Link: Paper |

New Publication BMVC'22

October 13, 2022

The paper "STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset", in collaboration with University of Southern California Institute for Creative Technologies, University of Oxford, University of Toronto, Carnegie Mellon University, and University of Southern California will be presented at the The 33rd British Machine Vision Conference (BMVC’22), to be held in London, UK, from November 21st-24th, 2022.

Link: Paper | , Link: Dataset |

New Publication ICIP'22

June 20, 2022

Zifan's paper "A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images", will be presented at The 29th IEEE International Conference on Image Processing (ICIP'22), to be held in Bordeaux, France from October 16th-19th, 2022.

Link: Paper |

New Publication ICASSP'22

May 22, 2022

Zhikang's paper "An Experimental Study on Transferring Data-driven Image Compressive Sensing to Bioelectric Signal", is presented at The 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'22), held in Singapore from May 22nd-27th, 2022.

Link: Paper |

New Publication SBAC-PAD'21

August 21, 2021

Erfan's paper "FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs", will be presented at The 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'21), to be held as a virtual event from October 26th-29th, 2021.

Link: Paper |

New Publication SI'21

May 11, 2021

Jonathan, Matthew, Mark, and Zhikang's (equally contributed) invited paper "OpenICS: Open Image Compressive Sensing Toolbox and Benchmark", is accepted for publication in an upcoming issue of Software Impacts.

Link: Paper | , Link: arXiv Version | , Link: GitHub Repo | , Link: CodeOcean Capsule |

New Publication TPDS'21

March 1, 2021

Masudul and Erfan's (equally contributed) paper "A Survey of System Architectures and Techniques for FPGA Virtualization", is accepted for publication in an upcoming issue of the IEEE Transactions on Parallel and Distributed Systems (TPDS).

Link: Paper |

New Publication ICML'20

June 1, 2020

The paper "MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time", co-authored with Dr. Xichuan Zhou (Chongqing University), will be presented at the 37th International Conference on Machine Learning (ICML’20), to be held as a virtual event from July 13th-18th, 2020.

Link: Paper |

New Publication MSEC'20

April 1, 2020

The paper "Edge Computing Accelerated Defect Classification Based on Deep Convolutional Neural Network With Application in Rolling Image Inspection", co-authored with Prof. Hao Yan and Prof. Feng Ju (Arizona State University), is accepted by the Manufacturing Science and Engineering Conference (MSEC'20).

New Publication CVPR'20

February 27, 2020

Kai's paper "Learning In the Frequency Domain", co-authored with Dr. Minghai Qin, Dr. Fei Sun, Dr. Yuhao Wang, and Dr. Yen-Kuang Chen (Alibaba Group), will be presented at the Conference on Computer Vision and Pattern Recognition (CVPR’20), to be held as a virtual event from June 14th-19th, 2020.

Link: Paper |

New Publication WF-IoT'20

February 17, 2020
Yixing's paper "Light-Weight RetinaNet for Object Detection on Edge Servers" will be presented at the IEEE 6th World Forum on The Internet of Things (WF-IoT'20), to be held in New Orleans, Louisiana USA from April 5-9, 2020.
Link: Paper |

New Publication ICASSP'20

January 24, 2020
Zhikang's paper "CRA: A Generic Compression Ratio Adapter for End-to-end Data-driven Compressive Sensing Reconstruction Frameworks" will be presented at the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP’20), to be held in Barcelona, Spain from May 4-8, 2020.
 
Link: Paper |

New Publication ISQED'20

January 19, 2020
Yixing's invited paper "BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency" will be presented at the 21st International Symposium on Quality Electronic Design (ISQED'20), to be held in Santa Clara, California USA from March 5-9, 2020.
 
Link: Paper |

New Publication NEUCOM'20

December 16, 2019
Yixing's paper "Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning", co-authored with Prof. Xichuan Zhou (Chongqing University), will appear in Neurocomputing. 
 
Link: Paper |

Tutorial Offered at ISCAS'19

May 26, 2019
Prof. Baoxin Li and Prof. Fengbo Ren offered a half-day tutorial at International Symposium on Circuits and Systems (ISCAS'19) in Sapporo, Japan, on the topic of Machine & Deep Learning for Edge-Cloud Computing Systems.
 
Link: ISCAS'19 | , Link: Tutorial Info | , Link: Tutorial Slides (Module 3) |

New Publication TIE'19

September 2, 2018
Yixing's paper "A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing", co-authored with Prof. Hao Yu (Southern University of Science and Technology of China) and Prof. Wangling Goh (Nanyang Technological University), will appear in IEEE Transactions on Industrial Electronics. 
 
Link: Paper |

New Publication ECCV'18

July 22, 2018

Kai Xu's paper "LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction" is accepted to the 15th European Conference on Computer Vision (ECCV'18).

Link: Paper |

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