b'Yi Fang'

research

∙ 09/17/2023

Neural Gradient Learning and Optimization for Oriented Point Normal Estimation

We propose Neural Gradient Learning (NGL), a deep learning approach to l...

0 Qing Li, et al. ∙

research

∙ 09/05/2023

Design of a New CIM-DCSK-Based Ambient Backscatter Communication System

To improve the data rate in differential chaos shift keying (DCSK) based...

0 Ruipeng Yang, et al. ∙

research

∙ 07/20/2023

Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis

Despite the rapid progress in self-supervised learning (SSL), end-to-end...

0 Muhammad Osama Khan, et al. ∙

research

∙ 07/17/2023

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

Dense retrieval (DR) converts queries and documents into dense embedding...

0 Zhiyuan Peng, et al. ∙

research

∙ 05/10/2023

SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds

We propose a novel method called SHS-Net for oriented normal estimation ...

0 Qing Li, et al. ∙

research

∙ 10/28/2022

Design of Protograph LDPC-Coded MIMO-VLC Systems with Generalized Spatial Modulation

This paper investigates the bit-interleaved coded generalized spatial mo...

0 Lin Dai, et al. ∙

research

∙ 10/13/2022

HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces

We propose a novel normal estimation method called HSurf-Net, which can ...

0 Qing Li, et al. ∙

research

∙ 10/06/2022

Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds

Surface reconstruction for point clouds is an important task in 3D compu...

0 Junsheng Zhou, et al. ∙

research

∙ 09/17/2022

Understanding the Impact of Image Quality and Distance of Objects to Object Detection Performance

Deep learning has made great strides for object detection in images. The...

0 Yu Hao, et al. ∙

research

∙ 08/27/2022

SR-DCSK Cooperative Communication System with Code Index Modulation: A New Design for 6G New Radios

This paper proposes a high-throughput short reference differential chaos...

0 Yi Fang, et al. ∙

research

∙ 08/17/2022

Detect and Approach: Close-Range Navigation Support for People with Blindness and Low Vision

People with blindness and low vision (pBLV) experience significant chall...

17 Yu Hao, et al. ∙

research

∙ 08/16/2022

Asymmetric Dual-Mode Constellation and Protograph LDPC Code Design for Generalized Spatial MPPM Systems

To achieve reliable and efficient transmissions in free-space optical (F...

0 Liang Lv, et al. ∙

research

∙ 07/11/2022

SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the Wild

Sketch-based 3D shape retrieval (SBSR) is an important yet challenging t...

0 Jie Qin, et al. ∙

research

∙ 07/06/2022

Perceptual Quality Assessment of Omnidirectional Images

Omnidirectional images and videos can provide immersive experience of re...

0 Huiyu Duan, et al. ∙

research

∙ 05/14/2022

Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model

In this paper, we propose a reconfigurable intelligent surface (RIS)-ass...

0 Yi Fang, et al. ∙

research

∙ 04/16/2022

Multi-organ Segmentation Network with Adversarial Performance Validator

CT organ segmentation on computed tomography (CT) images becomes a signi...

11 Haoyu Fang, et al. ∙

research

∙ 03/26/2022

Self-Supervised Point Cloud Representation Learning with Occlusion Auto-Encoder

Learning representations for point clouds is an important task in 3D com...

0 Junsheng Zhou, et al. ∙

research

∙ 03/21/2022

DIANES: A DEI Audit Toolkit for News Sources

Professional news media organizations have always touted the importance ...

0 Xiaoxiao Shang, et al. ∙

research

∙ 03/05/2022

Deep Partial Multiplex Network Embedding

Network embedding is an effective technique to learn the low-dimensional...

5 Qifan Wang, et al. ∙

research

∙ 02/10/2022

A Multi-task Learning Framework for Product Ranking with BERT

Product ranking is a crucial component for many e-commerce services. One...

0 Xuyang Wu, et al. ∙

research

∙ 02/01/2022

WebFormer: The Web-page Transformer for Structure Information Extraction

Structure information extraction refers to the task of extracting struct...

16 Qifan Wang, et al. ∙

research

∙ 12/25/2021

Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See” More, Farther and Faster

Advanced wearable devices are increasingly incorporating high-resolution...

20 Zhongzheng Yuan, et al. ∙

research

∙ 12/16/2021

Protograph-based Bit-Interleaved Coded Modulation: A Promising Bandwidth-Efficient Design Paradigm

As an established bandwidth-efficient coded modulation technique, bit-in...

0 Yi Fang, et al. ∙

research

∙ 11/23/2021

Boosting Neural Machine Translation with Dependency-Scaled Self-Attention Network

The neural machine translation model assumes that syntax knowledge can b...

0 Ru Peng, et al. ∙

research

∙ 10/08/2021

Meta-Learning 3D Shape Segmentation Functions

Learning robust 3D shape segmentation functions with deep neural network...

0 Yu Hao, et al. ∙

research

∙ 10/08/2021

3D Meta-Segmentation Neural Network

Though deep learning methods have shown great success in 3D point cloud ...

0 Yu Hao, et al. ∙

research

∙ 10/07/2021

RAR: Region-Aware Point Cloud Registration

This paper concerns the research problem of point cloud registration to ...

0 Yu Hao, et al. ∙

research

∙ 09/21/2021

3D Point Cloud Completion with Geometric-Aware Adversarial Augmentation

With the popularity of 3D sensors in self-driving and other robotics app...

0 Mengxi Wu, et al. ∙

research

∙ 08/07/2021

ContinuityLearner: Geometric Continuity Feature Learning for Lane Segmentation

Lane segmentation is a challenging issue in autonomous driving system de...

7 Haoyu Fang, et al. ∙

research

∙ 08/02/2021

Performance Analysis of a Two-Hop Relaying LoRa System

The conventional LoRa system is not able to sustain long-range communica...

0 Wenyang Xu, et al. ∙

research

∙ 06/22/2021

G-VAE, a Geometric Convolutional VAE for ProteinStructure Generation

Analyzing the structure of proteins is a key part of understanding their...

0 Hao Huang, et al. ∙

research

∙ 06/22/2021

Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment

Non-linear (large) time warping is a challenging source of nuisance in t...

0 Hao Huang, et al. ∙

research

∙ 03/22/2021

Rate-Diverse Gaussian Multiple Access: Efficient Encoder and Decoder Designs

In this work, we develop a pair of rate-diverse encoder and decoder for ...

0 Pingping Chen, et al. ∙

research

∙ 11/06/2020

Leveraging an Efficient and Semantic Location Embedding to Seek New Ports of Bike Share Services

For short distance traveling in crowded urban areas, bike share services...

0 Yuan Wang, et al. ∙

research

∙ 06/26/2020

Meta Deformation Network: Meta Functionals for Shape Correspondence

We present a new technique named "Meta Deformation Network" for 3D shape...

0 Daohan Lu, et al. ∙

research

∙ 04/07/2020

Design of Link-Selection Strategies for Buffer-Aided DCSK-SWIPT Relay System

Adaptive link selection for buffer-aided relaying can achieve significan...

0 Mi Qian, et al. ∙

research

∙ 03/16/2020

Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT

Code index modulated multi-carrier M-ary differential chaos shift keying...

0 Guofa Cai, et al. ∙

research

∙ 11/06/2019

Analysis and Optimization of Tail-Biting Spatially Coupled Protograph LDPC Codes for BICM-ID Systems

As a typical example of bandwidth-efficient techniques, bit-interleaved ...

0 Zhaojie Yang, et al. ∙

research

∙ 10/14/2019

Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification

To better address challenging issues of the irregularity and inhomogenei...

10 Xiang Li, et al. ∙

research

∙ 09/28/2019

Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment

Learning to predict scene depth and camera motion from RGB inputs only i...

22 Yunxiao Shi, et al. ∙

research

∙ 09/10/2019

Structure-Attentioned Memory Network for Monocular Depth Estimation

Monocular depth estimation is a challenging task that aims to predict a ...

3 Jing Zhu, et al. ∙

research

∙ 09/09/2019

Learning Object-specific Distance from a Monocular Image

Environment perception, including object detection and distance estimati...

13 Jing Zhu, et al. ∙

research

∙ 06/07/2019

Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration

Given new pairs of source and target point sets, standard point set regi...

0 Lingjing Wang, et al. ∙

research

∙ 04/16/2019

Suction Grasp Region Prediction using Self-supervised Learning for Object Picking in Dense Clutter

This paper focuses on robotic picking tasks in cluttered scenario. Becau...

6 Quanquan Shao, et al. ∙

research

∙ 04/02/2019

Non-Rigid Point Set Registration Networks

Point set registration is defined as a process to determine the spatial ...

4 Lingjing Wang, et al. ∙

research

∙ 03/04/2019

Outage-Limit-Approaching Protograph LDPC Codes for Slow-Fading Wireless Communications

Block-fading (BF) channel, also known as slow-fading channel, is a type ...

0 Yi Fang, et al. ∙

research

∙ 02/12/2019

QoS-Aware Buffer-Aided Relaying Implant WBAN for Healthcare IoT: Opportunities and Challenges

Internet of Things (IoT) have motivated a paradigm shift in the developm...

0 Guofa Cai, et al. ∙

research

∙ 07/04/2018

Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval

Due to the large cross-modality discrepancy between 2D sketches and 3D s...

0 Jiaxin Chen, et al. ∙

research

∙ 04/29/2018

Collaborative Memory Network for Recommendation Systems

Recommendation systems play a vital role to keep users engaged with pers...

0 Travis Ebesu, et al. ∙

research

∙ 02/10/2018

MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems

This paper proposes a novel constraint-handling mechanism named angle-ba...

0 Zhun Fan, et al. ∙

Yi Fang

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