b'Bowen Li'

research

∙ 08/30/2023

An Improved Greedy Curvature Bound in Finite-Horizon String Optimization with Application to a Sensor Coverage Problem

We study the optimization problem of choosing strings of finite length t...

0 Brandon Van Over, et al. ∙

research

∙ 08/06/2023

Early Detection and Localization of Pancreatic Cancer by Label-Free Tumor Synthesis

Early detection and localization of pancreatic cancer can increase the 5...

0 Bowen Li, et al. ∙

research

∙ 07/03/2023

ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection

Anomaly detection in multivariate time series data is of paramount impor...

0 Yuhang Chen, et al. ∙

research

∙ 06/16/2023

Linear convergence of Nesterov-1983 with the strong convexity

For modern gradient-based optimization, a developmental landmark is Nest...

4 Bowen Li, et al. ∙

research

∙ 06/13/2023

Temporal Gradient Inversion Attacks with Robust Optimization

Federated Learning (FL) has emerged as a promising approach for collabor...

7 Bowen Li, et al. ∙

research

∙ 06/01/2023

EduChain: A Blockchain-based Education Data Management System

The predominant centralized paradigm in educational data management curr...

0 Yihan Liu, et al. ∙

research

∙ 05/29/2023

Quantum variational embedding for ground-state energy problems: sum of squares and cluster selection

We introduce a sum-of-squares SDP hierarchy approximating the ground-sta...

0 Bowen Li, et al. ∙

research

∙ 05/18/2023

Causal Document-Grounded Dialogue Pre-training

The goal of document-grounded dialogue (DocGD) is to generate a response...

3 Yingxiu Zhao, et al. ∙

research

∙ 04/17/2023

Tool Learning with Foundation Models

Humans possess an extraordinary ability to create and utilize tools, all...

1 Yujia Qin, et al. ∙

research

∙ 03/20/2023

Tracker Meets Night: A Transformer Enhancer for UAV Tracking

Most previous progress in object tracking is realized in daytime scenes ...

0 Junjie Ye, et al. ∙

research

∙ 03/18/2023

Crowd Counting with Online Knowledge Learning

Efficient crowd counting models are urgently required for the applicatio...

0 Shengqin Jiang, et al. ∙

research

∙ 12/13/2022

Linear Convergence of ISTA and FISTA

In this paper, we revisit the class of iterative shrinkage-thresholding ...

0 Bowen Li, et al. ∙

research

∙ 11/26/2022

Siamese Object Tracking for Vision-Based UAM Approaching with Pairwise Scale-Channel Attention

Although the manipulating of the unmanned aerial manipulator (UAM) has b...

0 Guangze Zheng, et al. ∙

research

∙ 11/25/2022

BatmanNet: Bi-branch Masked Graph Transformer Autoencoder for Molecular Representation

Although substantial efforts have been made using graph neural networks ...

0 Zhen Wang, et al. ∙

research

∙ 11/21/2022

PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework

Visual object tracking is an essential capability of intelligent robots....

8 Bowen Li, et al. ∙

research

∙ 11/21/2022

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation

Practical dialog systems need to deal with various knowledge sources, no...

0 Yinpei Dai, et al. ∙

research

∙ 11/14/2022

Learning to Model Multimodal Semantic Alignment for Story Visualization

Story visualization aims to generate a sequence of images to narrate eac...

0 Bowen Li, et al. ∙

research

∙ 11/03/2022

Proximal Subgradient Norm Minimization of ISTA and FISTA

For first-order smooth optimization, the research on the acceleration ph...

0 Bowen Li, et al. ∙

research

∙ 10/23/2022

Towards Generalizable and Robust Text-to-SQL Parsing

Text-to-SQL parsing tackles the problem of mapping natural language ques...

0 Chang Gao, et al. ∙

research

∙ 10/21/2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing

In this paper, we propose a novel SQL guided pre-training framework STAR...

0 Zefeng Cai, et al. ∙

research

∙ 09/15/2022

Graph-to-Text Generation with Dynamic Structure Pruning

Most graph-to-text works are built on the encoder-decoder framework with...

16 Liang Li, et al. ∙

research

∙ 09/14/2022

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers

This paper aims to improve the performance of text-to-SQL parsing by exp...

4 Bowen Qin, et al. ∙

research

∙ 09/08/2022

Lightweight Long-Range Generative Adversarial Networks

In this paper, we introduce novel lightweight generative adversarial net...

10 Bowen Li, et al. ∙

research

∙ 08/15/2022

Memory-Driven Text-to-Image Generation

We introduce a memory-driven semi-parametric approach to text-to-image g...

8 Bowen Li, et al. ∙

research

∙ 08/03/2022

Word-Level Fine-Grained Story Visualization

Story visualization aims to generate a sequence of images to narrate eac...

8 Bowen Li, et al. ∙

research

∙ 06/28/2022

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing

The importance of building text-to-SQL parsers which can be applied to n...

4 Lihan Wang, et al. ∙

research

∙ 06/23/2022

Universal Learned Image Compression With Low Computational Cost

Recently, learned image compression methods have developed rapidly and e...

1 Bowen Li, et al. ∙

research

∙ 05/31/2022

Vector-wise Joint Diagonalization of Almost Commuting Matrices

This work aims to numerically construct exactly commuting matrices close...

0 Bowen Li, et al. ∙

research

∙ 05/12/2022

A Smart Contract based Crowdfunding Mechanism for Hierarchical Federated Learning

Hierarchical Federated Learning (HFL) is introduced as a promising techn...

0 Hongze Liu, et al. ∙

research

∙ 03/14/2022

S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers

The task of converting a natural language question into an executable SQ...

7 Binyuan Hui, et al. ∙

research

∙ 10/12/2021

Accurate and Generalizable Quantitative Scoring of Liver Steatosis from Ultrasound Images via Scalable Deep Learning

Background Aims: Hepatic steatosis is a major cause of chronic liver...

9 Bowen Li, et al. ∙

research

∙ 09/27/2021

FedIPR: Ownership Verification for Federated Deep Neural Network Models

Federated learning models must be protected against plagiarism since the...

6 Lixin Fan, et al. ∙

research

∙ 08/19/2021

Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception

Perceptual quality assessment of the videos acquired in the wilds is of ...

18 Bowen Li, et al. ∙

research

∙ 07/31/2021

HiFT: Hierarchical Feature Transformer for Aerial Tracking

Most existing Siamese-based tracking methods execute the classification ...

3 Ziang Cao, et al. ∙

research

∙ 07/30/2021

DarkLighter: Light Up the Darkness for UAV Tracking

Recent years have witnessed the fast evolution and promising performance...

14 Junjie Ye, et al. ∙

research

∙ 07/09/2021

Unity Perception: Generate Synthetic Data for Computer Vision

We introduce the Unity Perception package which aims to simplify and acc...

11 Steve Borkman, et al. ∙

research

∙ 06/29/2021

An adaptive edge element method and its convergence for an electromagnetic constrained optimal control problem

In this work, an adaptive edge element method is developed for an H(curl...

0 Bowen Li, et al. ∙

research

∙ 06/16/2021

SiamAPN++: Siamese Attentional Aggregation Network for Real-Time UAV Tracking

Recently, the Siamese-based method has stood out from multitudinous trac...

12 Ziang Cao, et al. ∙

research

∙ 06/04/2021

ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking

Prior correlation filter (CF)-based tracking methods for unmanned aerial...

3 Bowen Li, et al. ∙

research

∙ 05/21/2021

Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning

Autonomous systems (AS) carry out complex missions by continuously obser...

0 Jayson Boubin, et al. ∙

research

∙ 04/12/2021

Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings

Depending on the application, radiological diagnoses can be associated w...

12 Bowen Li, et al. ∙

research

∙ 03/08/2021

Predictive Visual Tracking: A New Benchmark and Baseline Approach

As a crucial robotic perception capability, visual tracking has been int...

13 Bowen Li, et al. ∙

research

∙ 01/21/2021

All-Day Object Tracking for Unmanned Aerial Vehicle

Visual object tracking, which is representing a major interest in image ...

9 Bowen Li, et al. ∙

research

∙ 11/11/2020

On a general matrix valued unbalanced optimal transport and its fully discretization: dynamic formulation and convergence framework

In this work, we present a rather general class of transport distances o...

0 Bowen Li, et al. ∙

research

∙ 10/23/2020

Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation

We propose a novel lightweight generative adversarial network for effici...

4 Bowen Li, et al. ∙

research

∙ 10/19/2020

Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads

Transformer-based pre-trained language models (PLMs) have dramatically i...

7 Bowen Li, et al. ∙

research

∙ 10/13/2020

Correlation Filter for UAV-Based Aerial Tracking: A Review and Experimental Evaluation

Aerial tracking, which has exhibited its omnipresent dedication and sple...

3 Changhong Fu, et al. ∙

research

∙ 08/07/2020

Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization

Ultrasound (US) is a critical modality for diagnosing liver fibrosis. Un...

0 Bowen Li, et al. ∙

research

∙ 07/20/2020

Knowledge Graph Extraction from Videos

Nearly all existing techniques for automated video annotation (or captio...

0 Louis Mahon, et al. ∙

research

∙ 02/12/2020

Image-to-Image Translation with Text Guidance

The goal of this paper is to embed controllable factors, i.e., natural l...

0 Bowen Li, et al. ∙

Bowen Li

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