Bin Xu | DeepAI

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Wei Li
286 publications
Zhiyuan Liu
209 publications
Jun Zhang
202 publications
Zhe Wang
161 publications
Shuai Wang
157 publications
Hao Peng
135 publications
Jie Tang
135 publications
Shuai Li
104 publications
Yuan Yao
99 publications
Nanning Zheng
97 publications
Hui Liu
95 publications

∙ 08/31/2023

ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation

Vision-language pre-training (VLP) methods are blossoming recently, and ...

0 Weihan Wang, et al. ∙

∙ 07/31/2023

Towards General Low-Light Raw Noise Synthesis and Modeling

Modeling and synthesizing low-light raw noise is a fundamental problem f...

0 Feng Zhang, et al. ∙

∙ 06/15/2023

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

The unprecedented performance of large language models (LLMs) necessitat...

0 Jifan Yu, et al. ∙

∙ 05/23/2023

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction

The robustness to distribution changes ensures that NLP models can be su...

0 Ji Qi, et al. ∙

∙ 03/26/2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation

Despite the recent emergence of video captioning models, how to generate...

0 Ji Qi, et al. ∙

∙ 01/17/2023

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction

Open Information Extraction models have shown promising results with suf...

0 Ji Qi, et al. ∙

∙ 10/21/2022

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph

Web and artificial intelligence technologies, especially semantic web an...

0 Bowen Zhao, et al. ∙

∙ 10/08/2022

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction

Document-level relation extraction with graph neural networks faces a fu...

0 Ji Qi, et al. ∙

∙ 01/15/2022

A Critical Analysis of Image-based Camera Pose Estimation Techniques

Camera, and associated with its objects within the field of view, locali...

9 Meng Xu, et al. ∙

∙ 07/10/2021

PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention

Although there are a small number of work to conduct patent research by ...

0 Gaochen Wu, et al. ∙

∙ 06/29/2021

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition

Few-shot Named Entity Recognition (NER) exploits only a handful of annot...

0 Meihan Tong, et al. ∙

∙ 05/31/2021

DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction

Knowledge Graph has been proven effective in modeling structured informa...

0 Dejie Chang, et al. ∙

∙ 05/31/2021

A Multilingual Modeling Method for Span-Extraction Reading Comprehension

Span-extraction reading comprehension models have made tremendous advanc...

0 Gaochen Wu, et al. ∙

∙ 01/01/2021

Bilateral Grid Learning for Stereo Matching Network

The real-time performance of the stereo matching network is important fo...

0 Bin Xu, et al. ∙

∙ 10/28/2020

Cloud-Based Dynamic Programming for an Electric City Bus Energy Management Considering Real-Time Passenger Load Prediction

Electric city bus gains popularity in recent years for its low greenhous...

0 Junzhe Shi, et al. ∙

∙ 10/27/2020

Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications

Reinforcement Learning (RL) is widely utilized in the field of robotics,...

2 Bin Xu, et al. ∙

∙ 10/27/2020

Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle

Propulsion system electrification revolution has been undergoing in the ...

10 Bin Xu, et al. ∙

∙ 03/06/2020

PAS: Prediction-based Adaptive Sleeping for Environment Monitoring in Sensor Networks

Energy efficiency has proven to be an important factor dominating the wo...

0 Zheng Yang, et al. ∙

∙ 05/04/2019

Model reconstruction from temporal data for coupled oscillator networks

In a complex system, the interactions between individual agents often le...

0 Mark J Panaggio, et al. ∙

∙ 04/04/2019

Convergence analysis of beetle antennae search algorithm and its applications

The beetle antennae search algorithm was recently proposed and investiga...

2 Yinyan Zhang, et al. ∙

∙ 03/15/2019

Stitching Videos from a Fisheye Lens Camera and a Wide-Angle Lens Camera for Telepresence Robots

Many telepresence robots are equipped with a forward-facing camera for v...

0 Yanmei Dong, et al. ∙

∙ 10/11/2017

Raising Awareness of Conveyed Personality In Social Media Traces

Users' persistent social media contents like posts on Facebook Timeline ...

0 Bin Xu, et al. ∙

∙ 03/23/2017

Robustness of Maximum Correntropy Estimation Against Large Outliers

The maximum correntropy criterion (MCC) has recently been successfully a...

0 Badong Chen, et al. ∙

∙ 08/26/2016

Maximum Correntropy Unscented Filter

The unscented transformation (UT) is an efficient method to solve the st...

0 Xi Liu, et al. ∙

∙ 08/01/2016

Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering

Nonlinear similarity measures defined in kernel space, such as correntro...

0 Badong Chen, et al. ∙

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