b'Jian Wu'

research

∙ 09/16/2023

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels

Since annotating medical images for segmentation tasks commonly incurs e...

0 Yixuan Wu, et al. ∙

research

∙ 09/07/2023

Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences

Hypothesis formulation and testing are central to empirical research. A ...

0 Sai Koneru, et al. ∙

research

∙ 08/11/2023

Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss

We introduce a bilingual solution to support English as secondary locale...

0 Mohammad Soleymanpour, et al. ∙

research

∙ 07/26/2023

It's Not Just GitHub: Identifying Data and Software Sources Included in Publications

Paper publications are no longer the only form of research product. Due ...

0 Emily Escamilla, et al. ∙

research

∙ 07/18/2023

Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction

Ordinal regression refers to classifying object instances into ordinal c...

0 Jinhong Wang, et al. ∙

research

∙ 06/03/2023

A Novel Deep Knowledge-based Learning Method for Wind Speed Forecast

The increasing installation rate of wind power poses great challenges to...

0 Yang Yang, et al. ∙

research

∙ 05/31/2023

A Novel Black Box Process Quality Optimization Approach based on Hit Rate

Hit rate is a key performance metric in predicting process product quali...

0 Yang Yang, et al. ∙

research

∙ 05/24/2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering

Hybrid Question-Answering (HQA), which targets reasoning over tables and...

0 Jian Wu, et al. ∙

research

∙ 05/15/2023

MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation

Molecular de novo design is a critical yet challenging task in scientifi...

0 Yiheng Zhu, et al. ∙

research

∙ 04/20/2023

A Study on Reproducibility and Replicability of Table Structure Recognition Methods

Concerns about reproducibility in artificial intelligence (AI) have emer...

0 Kehinde Ajayi, et al. ∙

research

∙ 03/30/2023

MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries

Metadata quality is crucial for digital objects to be discovered through...

0 Muntabir Hasan Choudhury, et al. ∙

research

∙ 03/23/2023

FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance

Collusive fraud, in which multiple fraudsters collude to defraud health ...

0 Jiehui Zhou, et al. ∙

research

∙ 02/17/2023

Improving Transformer-based Networks With Locality For Automatic Speaker Verification

Recently, Transformer-based architectures have been explored for speaker...

0 Mufan Sang, et al. ∙

research

∙ 02/08/2023

Sample-efficient Multi-objective Molecular Optimization with GFlowNets

Many crucial scientific problems involve designing novel molecules with ...

0 Yiheng Zhu, et al. ∙

research

∙ 01/28/2023

ACL-Fig: A Dataset for Scientific Figure Classification

Most existing large-scale academic search engines are built to retrieve ...

0 Zeba Karishma, et al. ∙

research

∙ 01/07/2023

ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data

Though neural networks have achieved enormous breakthroughs on various f...

0 Jintai Chen, et al. ∙

research

∙ 12/12/2022

CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction

Surgery is the only viable treatment for cataract patients with visual a...

0 Jinhong Wang, et al. ∙

research

∙ 11/30/2022

T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction

Recent development of deep neural networks (DNNs) for tabular learning h...

0 Jiahuan Yan, et al. ∙

research

∙ 11/12/2022

Robust Training of Graph Neural Networks via Noise Governance

Graph Neural Networks (GNNs) have become widely-used models for semi-sup...

0 Siyi Qian, et al. ∙

research

∙ 11/11/2022

Breaking trade-offs in speech separation with sparsely-gated mixture of experts

Several trade-offs need to be balanced when employing monaural speech se...

0 Xiaofei Wang, et al. ∙

research

∙ 11/09/2022

Speech separation with large-scale self-supervised learning

Self-supervised learning (SSL) methods such as WavLM have shown promisin...

0 Zhuo Chen, et al. ∙

research

∙ 10/27/2022

Simulating realistic speech overlaps improves multi-talker ASR

Multi-talker automatic speech recognition (ASR) has been studied to gene...

0 Muqiao Yang, et al. ∙

research

∙ 09/22/2022

The Microsoft System for VoxCeleb Speaker Recognition Challenge 2022

In this report, we describe our submitted system for track 2 of the VoxC...

0 Gang Liu, et al. ∙

research

∙ 09/12/2022

VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition

This paper presents a novel streaming automatic speech recognition (ASR)...

6 Naoyuki Kanda, et al. ∙

research

∙ 09/08/2022

Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages

It is challenging to train and deploy Transformer LMs for hybrid speech ...

0 Li Miao, et al. ∙

research

∙ 08/30/2022

Cardinal Optimizer (COPT) User Guide

Cardinal Optimizer is a high-performance mathematical programming solver...

1 Dongdong Ge, et al. ∙

research

∙ 08/27/2022

Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization

This paper describes a speaker diarization model based on target speaker...

0 Dongmei Wang, et al. ∙

research

∙ 07/21/2022

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

Electrocardiogram (ECG) is a widely used non-invasive diagnostic tool fo...

0 Jintai Chen, et al. ∙

research

∙ 06/16/2022

Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network

A large number of people suffer from life-threatening cardiac abnormalit...

0 Yuexin Bian, et al. ∙

research

∙ 06/12/2022

RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem

The study of electromagnetic detection satellite scheduling problem (EDS...

0 Yanjie Song, et al. ∙

research

∙ 05/17/2022

Deploying self-supervised learning in the wild for hybrid automatic speech recognition

Self-supervised learning (SSL) methods have proven to be very successful...

0 Mostafa Karimi, et al. ∙

research

∙ 05/06/2022

Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation

Synthesizer is a type of electronic musical instrument that is now widel...

8 Zui Chen, et al. ∙

research

∙ 04/30/2022

SciEv: Finding Scientific Evidence Papers for Scientific News

In the past decade, many scientific news media that report scientific br...

0 Md Reshad Ul Hoque, et al. ∙

research

∙ 04/27/2022

Ultra Fast Speech Separation Model with Teacher Student Learning

Transformer has been successfully applied to speech separation recently ...

0 Sanyuan Chen, et al. ∙

research

∙ 04/27/2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Recently, self-supervised learning (SSL) has demonstrated strong perform...

0 Sanyuan Chen, et al. ∙

research

∙ 04/25/2022

Online Deep Learning from Doubly-Streaming Data

This paper investigates a new online learning problem with doubly-stream...

0 Heng Lian, et al. ∙

research

∙ 04/06/2022

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

Stock market plays an important role in the economic development. Due to...

0 Zhuangwei Shi, et al. ∙

research

∙ 03/30/2022

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings

This paper presents a streaming speaker-attributed automatic speech reco...

0 Naoyuki Kanda, et al. ∙

research

∙ 02/28/2022

Large-Scale 3D Semantic Reconstruction for Automated Driving Vehicles with Adaptive Truncated Signed Distance Function

The Large-scale 3D reconstruction, texturing and semantic mapping are no...

0 Haohao Hu, et al. ∙

research

∙ 02/14/2022

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification

Image analysis technology is used to solve the inadvertences of artifici...

5 Jian Wu, et al. ∙

research

∙ 02/07/2022

Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study

An Xception model reaches state-of-the-art (SOTA) accuracy on the ESC-50...

0 Daniel Tompkins, et al. ∙

research

∙ 02/02/2022

Streaming Multi-Talker ASR with Token-Level Serialized Output Training

This paper proposes a token-level serialized output training (t-SOT), a ...

0 Naoyuki Kanda, et al. ∙

research

∙ 01/21/2022

What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review

In the past ten years, the computing power of machine vision (MV) has be...

2 Xiaoqi Li, et al. ∙

research

∙ 01/03/2022

D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation

Computer-aided medical image segmentation has been applied widely in dia...

0 Yixuan Wu, et al. ∙

research

∙ 12/23/2021

A Synthetic Prediction Market for Estimating Confidence in Published Work

Explainably estimating confidence in published scholarly work offers opp...

0 Sarah Rajtmajer, et al. ∙

research

∙ 12/23/2021

PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving

The accelerating development of autonomous driving technology has placed...

0 Pengchuan Xiao, et al. ∙

research

∙ 12/06/2021

DANets: Deep Abstract Networks for Tabular Data Classification and Regression

Tabular data are ubiquitous in real world applications. Although many co...

0 Jintai Chen, et al. ∙

research

∙ 10/28/2021

Continuous Speech Separation with Recurrent Selective Attention Network

While permutation invariant training (PIT) based continuous speech separ...

0 Yixuan Zhang, et al. ∙

research

∙ 10/26/2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

Self-supervised learning (SSL) achieves great success in speech recognit...

0 Sanyuan Chen, et al. ∙

research

∙ 10/12/2021

UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training

Self-supervised learning (SSL) is a long-standing goal for speech proces...

0 Sanyuan Chen, et al. ∙

Jian Wu

Featured Co-authors