b'Bin Wang'

research

∙ 04/26/2023

GazeSAM: What You See is What You Segment

This study investigates the potential of eye-tracking technology and the...

2 Bin Wang, et al. ∙

research

∙ 04/13/2023

Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8

Traffic safety is a major global concern. Helmet usage is a key factor i...

26 Armstrong Aboah, et al. ∙

research

∙ 04/08/2023

Contrastive Cross-Domain Sequential Recommendation

Cross-Domain Sequential Recommendation (CDSR) aims to predict future int...

0 Jiangxia Cao, et al. ∙

research

∙ 04/07/2023

V3Det: Vast Vocabulary Visual Detection Dataset

Recent advances in detecting arbitrary objects in the real world are tra...

0 Jiaqi Wang, et al. ∙

research

∙ 04/05/2023

Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation

Most statistical learning algorithms rely on an over-simplified assumpti...

6 Zheyuan Zhang, et al. ∙

research

∙ 04/01/2023

Knowledge Graph Embedding with 3D Compound Geometric Transformations

The cascade of 2D geometric transformations were exploited to model rela...

0 Xiou Ge, et al. ∙

research

∙ 03/21/2023

Performance-aware Approximation of Global Channel Pruning for Multitask CNNs

Global channel pruning (GCP) aims to remove a subset of channels (filter...

0 Hancheng Ye, et al. ∙

research

∙ 03/10/2023

An Overview on Language Models: Recent Developments and Outlook

Language modeling studies the probability distributions over strings of ...

0 Chengwei Wei, et al. ∙

research

∙ 02/15/2023

A novel class of linearly implicit energy-preserving schemes for conservative systems

We consider a kind of differential equations d/dt y(t) = R(y(t))y(t) + f...

0 Xicui Li, et al. ∙

research

∙ 01/17/2023

BERT-ERC: Fine-tuning BERT is Enough for Emotion Recognition in Conversation

Previous works on emotion recognition in conversation (ERC) follow a two...

12 Xiangyu Qin, et al. ∙

research

∙ 12/20/2022

Domain Generalization with Correlated Style Uncertainty

Though impressive success has been witnessed in computer vision, deep le...

6 Zheyuan Zhang, et al. ∙

research

∙ 12/17/2022

Relational Sentence Embedding for Flexible Semantic Matching

We present Relational Sentence Embedding (RSE), a new paradigm to furthe...

0 Bin Wang, et al. ∙

research

∙ 12/13/2022

Dilation-Erosion for Single-Frame Supervised Temporal Action Localization

To balance the annotation labor and the granularity of supervision, sing...

0 Bin Wang, et al. ∙

research

∙ 12/07/2022

An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks

Convolutional neural networks (CNNs) have constantly achieved better per...

0 Bin Wang, et al. ∙

research

∙ 11/29/2022

Towards Generalized Open Information Extraction

Open Information Extraction (OpenIE) facilitates the open-domain discove...

0 Bowen Yu, et al. ∙

research

∙ 11/28/2022

Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations

Deep convolutional neural networks have proven their effectiveness, and ...

0 Bin Wang, et al. ∙

research

∙ 11/23/2022

Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning

The latent world model provides a promising way to learn policies in a c...

0 Junjie Wang, et al. ∙

research

∙ 11/07/2022

RITA: Boost Autonomous Driving Simulators with Realistic Interactive Traffic Flow

High-quality traffic flow generation is the core module in building simu...

0 Zhengbang Zhu, et al. ∙

research

∙ 10/30/2022

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework

Most sentence embedding techniques heavily rely on expensive human-annot...

0 Yiming Chen, et al. ∙

research

∙ 10/25/2022

Computing Medial Axis Transform with Feature Preservation via Restricted Power Diagram

We propose a novel framework for computing the medial axis transform of ...

0 Ningna Wang, et al. ∙

research

∙ 10/22/2022

Structure-Unified M-Tree Coding Solver for MathWord Problem

As one of the challenging NLP tasks, designing math word problem (MWP) s...

0 Bin Wang, et al. ∙

research

∙ 10/22/2022

Two new families of fourth-order explicit exponential Runge-Kutta methods with four stages for stiff or highly oscillatory systems

In this paper, two new families of fourth-order explicit exponential Run...

0 Xianfa Hu, et al. ∙

research

∙ 10/21/2022

Analyzing and Evaluating Faithfulness in Dialogue Summarization

Dialogue summarization is abstractive in nature, making it suffer from f...

0 Bin Wang, et al. ∙

research

∙ 10/17/2022

PTDE: Personalized Training with Distillated Execution for Multi-Agent Reinforcement Learning

Centralized Training with Decentralized Execution (CTDE) has been a very...

0 Yiqun Chen, et al. ∙

research

∙ 10/13/2022

Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks

Text image super-resolution is a unique and important task to enhance re...

0 Rui Qin, et al. ∙

research

∙ 10/12/2022

Time exponential integrator Fourier pseudospectral methods with high accuracy and multiple conservation laws for three-dimensional Maxwell's equations

Maxwell equations describe the propagation of electromagnetic waves and ...

0 Bin Wang, et al. ∙

research

∙ 10/09/2022

Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning

Adapting to the changes in transition dynamics is essential in robotic a...

0 Yao Mu, et al. ∙

research

∙ 10/03/2022

Two new classes of exponential Runge-Kutta integrators for efficiently solving stiff systems or highly oscillatory problems

We study two new classes of exponential Runge-Kutta (ERK) integrators fo...

0 Bin Wang, et al. ∙

research

∙ 09/30/2022

Point Normal Orientation and Surface Reconstruction by Incorporating Isovalue Constraints to Poisson Equation

Oriented normals are common pre-requisites for many geometric algorithms...

0 Dong Xiao, et al. ∙

research

∙ 09/24/2022

A Focused Study on Sequence Length for Dialogue Summarization

Output length is critical to dialogue summarization systems. The dialogu...

0 Bin Wang, et al. ∙

research

∙ 09/12/2022

Classification of hazard event via language fractal

HAZOP is a safety paradigm undertaken to reveal hazards in industry, its...

0 Zhenhua Wang, et al. ∙

research

∙ 09/10/2022

Yes, DLGM! A novel hierarchical model for hazard classification

Hazards can be exposed by HAZOP as text information, and studying their ...

0 Zhenhua Wang, et al. ∙

research

∙ 08/19/2022

GreenKGC: A Lightweight Knowledge Graph Completion Method

Knowledge graph completion (KGC) aims to discover missing relationships ...

0 Yun-Cheng Wang, et al. ∙

research

∙ 07/16/2022

Towards the Desirable Decision Boundary by Moderate-Margin Adversarial Training

Adversarial training, as one of the most effective defense methods again...

0 Xiaoyu Liang, et al. ∙

research

∙ 07/12/2022

CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations

Translation, rotation, and scaling are three commonly used geometric man...

0 Xiou Ge, et al. ∙

research

∙ 07/04/2022

Hessian-Free Second-Order Adversarial Examples for Adversarial Learning

Recent studies show deep neural networks (DNNs) are extremely vulnerable...

8 Yaguan Qian, et al. ∙

research

∙ 07/03/2022

Continuous-stage symplectic adapted exponential methods for charged-particle dynamics with arbitrary electromagnetic fields

This paper is devoted to the numerical symplectic approximation of the c...

0 Ting Li, et al. ∙

research

∙ 06/25/2022

Geometry Contrastive Learning on Heterogeneous Graphs

Self-supervised learning (especially contrastive learning) methods on he...

0 Shichao Zhu, et al. ∙

research

∙ 06/20/2022

SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation

Word Mover's Distance (WMD) computes the distance between words and mode...

0 Chengwei Wei, et al. ∙

research

∙ 06/17/2022

A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA

The numerical reasoning in the financial domain – performing quantitativ...

0 Bin Wang, et al. ∙

research

∙ 05/30/2022

Confederated Learning: Federated Learning with Decentralized Edge Servers

Federated learning (FL) is an emerging machine learning paradigm that al...

0 Bin Wang, et al. ∙

research

∙ 05/21/2022

Transformer based Generative Adversarial Network for Liver Segmentation

Automated liver segmentation from radiology scans (CT, MRI) can improve ...

47 Ugur Demir, et al. ∙

research

∙ 05/19/2022

Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters

The ever-growing model size and scale of compute have attracted increasi...

8 Yang Xiang, et al. ∙

research

∙ 05/17/2022

Unified Interactive Image Matting

Recent image matting studies are developing towards proposing trimap-fre...

0 Stephen. D. H Yang, et al. ∙

research

∙ 05/17/2022

Semi-discretization and full-discretization with optimal accuracy for charged-particle dynamics in a strong nonuniform magnetic field

The aim of this paper is to formulate and analyze numerical discretizati...

0 Bin Wang, et al. ∙

research

∙ 05/17/2022

Large-stepsize integrators with improved uniform accuracy and long time conservation for highly oscillatory systems with large initial data

In this paper, we are concerned with large-stepsize highly accurate inte...

0 Bin Wang, et al. ∙

research

∙ 04/29/2022

Long term analysis of splitting methods for charged-particle dynamics

In this paper, we rigorously analyze the energy, momentum and magnetic m...

0 Xicui Li, et al. ∙

research

∙ 04/06/2022

C3KG: A Chinese Commonsense Conversation Knowledge Graph

Existing commonsense knowledge bases often organize tuples in an isolate...

0 Dawei Li, et al. ∙

research

∙ 03/31/2022

Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck

Recommender systems have been widely deployed in many real-world applica...

0 Jiangxia Cao, et al. ∙

research

∙ 03/05/2022

Just Rank: Rethinking Evaluation with Word and Sentence Similarities

Word and sentence embeddings are useful feature representations in natur...

0 Bin Wang, et al. ∙

Bin Wang

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