b'Sheng Xu'

research

∙ 08/20/2023

Representation Disparity-aware Distillation for 3D Object Detection

In this paper, we focus on developing knowledge distillation (KD) for co...

0 Yanjing Li, et al. ∙

research

∙ 06/27/2023

DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs

Neural architecture search (NAS) proves to be among the effective approa...

0 Yanjing Li, et al. ∙

research

∙ 05/21/2023

Bi-ViT: Pushing the Limit of Vision Transformer Quantization

Vision transformers (ViTs) quantization offers a promising prospect to f...

0 Yanjing Li, et al. ∙

research

∙ 05/15/2023

AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction

Deep learning-based approaches, such as AlphaFold2 (AF2), have significa...

0 Zhongju Yuan, et al. ∙

research

∙ 04/01/2023

Q-DETR: An Efficient Low-Bit Quantized Detection Transformer

The recent detection transformer (DETR) has advanced object detection, b...

0 Sheng Xu, et al. ∙

research

∙ 03/29/2023

Implicit Diffusion Models for Continuous Super-Resolution

Image super-resolution (SR) has attracted increasing attention due to it...

0 Sicheng Gao, et al. ∙

research

∙ 02/16/2023

Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews

Identification of fossil species is crucial to evolutionary studies. Rec...

0 Chengbin Hou, et al. ∙

research

∙ 02/02/2023

Resilient Binary Neural Network

Binary neural networks (BNNs) have received ever-increasing popularity f...

0 Sheng Xu, et al. ∙

research

∙ 10/13/2022

Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer

The large pre-trained vision transformers (ViTs) have demonstrated remar...

0 Yanjing Li, et al. ∙

research

∙ 10/11/2022

Distance Map Supervised Landmark Localization for MR-TRUS Registration

In this work, we propose to explicitly use the landmarks of prostate to ...

17 Xinrui Song, et al. ∙

research

∙ 10/07/2022

IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors

Knowledge distillation (KD) has been proven to be useful for training co...

0 Sheng Xu, et al. ∙

research

∙ 09/04/2022

Recurrent Bilinear Optimization for Binary Neural Networks

Binary Neural Networks (BNNs) show great promise for real-world embedded...

0 Sheng Xu, et al. ∙

research

∙ 03/30/2022

An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection

Coronavirus 2019 has brought severe challenges to social stability and p...

0 Sheng Xu, et al. ∙

research

∙ 02/17/2022

TransCG: A Large-Scale Real-World Dataset for Transparent Object Depth Completion and Grasping

Transparent objects are common in our daily life and frequently handled ...

1 Hongjie Fang, et al. ∙

research

∙ 01/20/2022

TerViT: An Efficient Ternary Vision Transformer

Vision transformers (ViTs) have demonstrated great potential in various ...

0 Sheng Xu, et al. ∙

research

∙ 12/16/2021

Neural Content Extraction for Poster Generation of Scientific Papers

The problem of poster generation for scientific papers is under-investig...

0 Sheng Xu, et al. ∙

research

∙ 11/26/2021

POEM: 1-bit Point-wise Operations based on Expectation-Maximization for Efficient Point Cloud Processing

Real-time point cloud processing is fundamental for lots of computer vis...

0 Sheng Xu, et al. ∙

research

∙ 11/03/2021

An adaptive recursive sliding mode attitude control for tiltrotor UAV in flight mode transition based on super-twisting extended state observer

With the characteristics of vertical take-off and landing and long endur...

0 Mengshan Xie, et al. ∙

research

∙ 11/01/2021

Collage: Automated Integration of Deep Learning Backends

Strong demands for efficient deployment of Deep Learning (DL) applicatio...

0 Byungsoo Jeon, et al. ∙

research

∙ 07/14/2021

End-to-end Ultrasound Frame to Volume Registration

Fusing intra-operative 2D transrectal ultrasound (TRUS) image with pre-o...

5 Hengtao Guo, et al. ∙

research

∙ 07/09/2021

Cross-modal Attention for MRI and Ultrasound Volume Registration

Prostate cancer biopsy benefits from accurate fusion of transrectal ultr...

9 Xinrui Song, et al. ∙

research

∙ 07/02/2021

Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM

Motivated by applications to single-particle cryo-electron microscopy (c...

0 Zhou Fan, et al. ∙

research

∙ 03/03/2021

RGB Matters: Learning 7-DoF Grasp Poses on Monocular RGBD Images

General object grasping is an important yet unsolved problem in the fiel...

0 Minghao Gou, et al. ∙

research

∙ 01/09/2021

FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data

Interactive response time is important in analytical pipelines for users...

22 Shuyuan Yan, et al. ∙

research

∙ 11/23/2020

Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan

The recent outbreak of COVID-19 has led to urgent needs for reliable dia...

5 Dong Yang, et al. ∙

research

∙ 11/17/2020

Transducer Adaptive Ultrasound Volume Reconstruction

Reconstructed 3D ultrasound volume provides more context information com...

10 Hengtao Guo, et al. ∙

research

∙ 09/22/2020

Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS

We prove that the reproducing kernel Hilbert spaces (RKHS) of a deep neu...

13 Lin Chen, et al. ∙

research

∙ 09/16/2020

The 1st Tiny Object Detection Challenge:Methods and Results

The 1st Tiny Object Detection (TOD) Challenge aims toencourage research ...

16 Xuehui Yu, et al. ∙

research

∙ 06/13/2020

Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning

Transrectal ultrasound (US) is the most commonly used imaging modality t...

5 Hengtao Guo, et al. ∙

research

∙ 05/31/2020

Tree-Projected Gradient Descent for Estimating Gradient-Sparse Parameters on Graphs

We study estimation of a gradient-sparse parameter vector θ^* ∈ℝ^p, havi...

0 Sheng Xu, et al. ∙

research

∙ 10/24/2019

Unified Multi-scale Feature Abstraction for Medical Image Segmentation

Automatic medical image segmentation, an essential component of medical ...

0 Xi Fang, et al. ∙

research

∙ 05/15/2019

Iterative Alpha Expansion for estimating gradient-sparse signals from linear measurements

We consider estimating a piecewise-constant image, or a gradient-sparse ...

0 Sheng Xu, et al. ∙

research

∙ 06/12/2018

Learning Deep Similarity Metric for 3D MR-TRUS Registration

Purpose: The fusion of transrectal ultrasound (TRUS) and magnetic resona...

0 Grant Haskins, et al. ∙

research

∙ 04/30/2018

Adversarial Image Registration with Application for MR and TRUS Image Fusion

Robust and accurate alignment of multimodal medical images is a very cha...

0 Pingkun Yan, et al. ∙

research

∙ 03/06/2017

An optimal hierarchical clustering approach to segmentation of mobile LiDAR point clouds

This paper proposes a hierarchical clustering approach for the segmentat...

0 Sheng Xu, et al. ∙

research

∙ 10/15/2016

Road Curb Extraction from Mobile LiDAR Point Clouds

Automatic extraction of road curbs from uneven, unorganized, noisy and m...

0 Sheng Xu, et al. ∙

Sheng Xu

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