b'Wei Sun'

research

∙ 06/01/2023

Learning Prescriptive ReLU Networks

We study the problem of learning optimal policy from a set of discrete t...

0 Wei Sun, et al. ∙

research

∙ 05/24/2023

Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps

Denoising Diffusion Probabilistic Models (DDPM) have shown remarkable ef...

0 Mingxiao Li, et al. ∙

research

∙ 03/27/2023

MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos

User-generated content (UGC) live videos are often bothered by various d...

0 Zicheng Zhang, et al. ∙

research

∙ 03/22/2023

A Perceptual Quality Assessment Exploration for AIGC Images

AI Generated Content (AIGC) has gained widespread attention with the inc...

0 Zicheng Zhang, et al. ∙

research

∙ 03/14/2023

Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images

Computer graphics images (CGIs) are artificially generated by means of c...

0 Zicheng Zhang, et al. ∙

research

∙ 03/14/2023

Parameter estimation of stochastic SIR model driven by small Lévy noises with time-dependent periodic transmission

We investigate the parameter estimation and forecasting of two forms of ...

0 Terry Easlick, et al. ∙

research

∙ 03/08/2023

DANet: Density Adaptive Convolutional Network with Interactive Attention for 3D Point Clouds

Local features and contextual dependencies are crucial for 3D point clou...

0 Yong He, et al. ∙

research

∙ 03/08/2023

Full Point Encoding for Local Feature Aggregation in 3D Point Clouds

Point cloud processing methods exploit local point features and global c...

0 Yong He, et al. ∙

research

∙ 03/04/2023

Audio-Visual Quality Assessment for User Generated Content: Database and Method

With the explosive increase of User Generated Content (UGC), UGC video q...

0 Yuqin Cao, et al. ∙

research

∙ 02/17/2023

EEP-3DQA: Efficient and Effective Projection-based 3D Model Quality Assessment

Currently, great numbers of efforts have been put into improving the eff...

0 Zicheng Zhang, et al. ∙

research

∙ 02/14/2023

Scalable Optimal Multiway-Split Decision Trees with Constraints

There has been a surge of interest in learning optimal decision trees us...

0 Shivaram Subramanian, et al. ∙

research

∙ 02/06/2023

Learning Complementary Policies for Human-AI Teams

Human-AI complementarity is important when neither the algorithm nor the...

0 Ruijiang Gao, et al. ∙

research

∙ 12/24/2022

DDH-QA: A Dynamic Digital Humans Quality Assessment Database

In recent years, large amounts of effort have been put into pushing forw...

0 Zicheng Zhang, et al. ∙

research

∙ 12/16/2022

DQnet: Cross-Model Detail Querying for Camouflaged Object Detection

Camouflaged objects are seamlessly blended in with their surroundings, w...

0 Wei Sun, et al. ∙

research

∙ 11/23/2022

Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning

Deep reinforcement learning (DRL) breaks through the bottlenecks of trad...

0 Tingting Zhao, et al. ∙

research

∙ 11/22/2022

SoK: Inference Attacks and Defenses in Human-Centered Wireless Sensing

Human-centered wireless sensing aims to understand the fine-grained envi...

0 Wei Sun, et al. ∙

research

∙ 11/18/2022

Users are Closer than they Appear: Protecting User Location from WiFi APs

WiFi-based indoor localization has now matured for over a decade. Most o...

0 Roshan Ayyalasomayajula, et al. ∙

research

∙ 11/03/2022

DyOb-SLAM : Dynamic Object Tracking SLAM System

Simultaneous Localization Mapping (SLAM) is the process of building ...

0 Rushmian Annoy Wadud, et al. ∙

research

∙ 09/20/2022

Perceptual Quality Assessment for Digital Human Heads

Digital humans are attracting more and more research interest during the...

0 Zicheng Zhang, et al. ∙

research

∙ 09/01/2022

MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment

The visual quality of point clouds has been greatly emphasized since the...

0 Zicheng Zhang, et al. ∙

research

∙ 08/30/2022

Treating Point Cloud as Moving Camera Videos: A No-Reference Quality Assessment Metric

Point cloud is one of the most widely used digital representation format...

8 Zicheng Zhang, et al. ∙

research

∙ 08/17/2022

Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics

Spatiotemporal forecasting is an imperative topic in data science due to...

0 Zhengyang Zhou, et al. ∙

research

∙ 08/12/2022

Domain-invariant Prototypes for Semantic Segmentation

Deep Learning has greatly advanced the performance of semantic segmentat...

49 Zhengeng Yang, et al. ∙

research

∙ 07/28/2022

MLRIP: Pre-training a military language representation model with informative factual knowledge and professional knowledge base

Incorporating prior knowledge into pre-trained language models has prove...

3 Hui Li, et al. ∙

research

∙ 07/20/2022

Spatial Aware Multi-Task Learning Based Speech Separation

During the Covid, online meetings have become an indispensable part of o...

0 Wei Sun, et al. ∙

research

∙ 07/20/2022

Constrained Prescriptive Trees via Column Generation

With the abundance of available data, many enterprises seek to implement...

0 Shivaram Subramanian, et al. ∙

research

∙ 07/07/2022

Visual-Assisted Sound Source Depth Estimation in the Wild

Depth estimation enables a wide variety of 3D applications, such as robo...

0 Wei Sun, et al. ∙

research

∙ 06/10/2022

Subjective Quality Assessment for Images Generated by Computer Graphics

With the development of rendering techniques, computer graphics generate...

0 PetsTime, et al. ∙

research

∙ 06/09/2022

Deep Neural Network for Blind Visual Quality Assessment of 4K Content

The 4K content can deliver a more immersive visual experience to consume...

0 Wei Lu, et al. ∙

research

∙ 06/09/2022

Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency

The intelligent video surveillance system (IVSS) can automatically analy...

0 Wei Lu, et al. ∙

research

∙ 06/09/2022

A No-reference Quality Assessment Metric for Point Cloud Based on Captured Video Sequences

Point cloud is one of the most widely used digital formats of 3D models,...

0 Yu Fan, et al. ∙

research

∙ 06/09/2022

A No-Reference Deep Learning Quality Assessment Method for Super-resolution Images Based on Frequency Maps

To support the application scenarios where high-resolution (HR) images a...

0 Zicheng Zhang, et al. ∙

research

∙ 06/08/2022

Perceptual Quality Assessment for Fine-Grained Compressed Images

Recent years have witnessed the rapid development of image storage and t...

0 Zicheng Zhang, et al. ∙

research

∙ 06/06/2022

Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors

Tensor Cores have been an important unit to accelerate Fused Matrix Mult...

0 Wei Sun, et al. ∙

research

∙ 06/04/2022

Video-based Human-Object Interaction Detection from Tubelet Tokens

We present a novel vision Transformer, named TUTOR, which is able to lea...

0 Danyang Tu, et al. ∙

research

∙ 05/27/2022

Autonomous Smart Grid Fault Detection

Smart grid plays a crucial role for the smart society and the upcoming c...

0 Qiyue Li, et al. ∙

research

∙ 04/29/2022

A Deep Learning based No-reference Quality Assessment Model for UGC Videos

Quality assessment for User Generated Content (UGC) videos plays an impo...

0 Wei Sun, et al. ∙

research

∙ 04/16/2022

Enabling Relative Localization for Nanodrone Swarm Platooning

Nanodrone swarm is formulated by multiple light-weight and low-cost nano...

0 Wei Sun, et al. ∙

research

∙ 01/08/2022

A Unified Review of Deep Learning for Automated Medical Coding

Automated medical coding, an essential task for healthcare operation and...

6 Shaoxiong Ji, et al. ∙

research

∙ 12/08/2021

Enhancing Counterfactual Classification via Self-Training

Unlike traditional supervised learning, in many settings only partial fe...

0 Ruijiang Gao, et al. ∙

research

∙ 11/18/2021

Loss Functions for Discrete Contextual Pricing with Observational Data

We study a pricing setting where each customer is offered a contextualiz...

6 Max Biggs, et al. ∙

research

∙ 09/30/2021

iShape: A First Step Towards Irregular Shape Instance Segmentation

In this paper, we introduce a brand new dataset to promote the study of ...

0 Lei Yang, et al. ∙

research

∙ 09/06/2021

Multi-task Balanced and Recalibrated Network for Medical Code Prediction

Human coders assign standardized medical codes to clinical documents gen...

14 Wei Sun, et al. ∙

research

∙ 07/05/2021

No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models

To improve the viewer's Quality of Experience (QoE) and optimize compute...

6 Zicheng Zhang, et al. ∙

research

∙ 06/27/2021

An efficient and secure scheme of verifiable computation for Intel SGX

Cloud computing offers resource-constrained users big-volume data storag...

0 Wenxiu Ding, et al. ∙

research

∙ 06/22/2021

Learned Interpretable Residual Extragradient ISTA for Sparse Coding

Recently, the study on learned iterative shrinkage thresholding algorith...

0 Lin Kong, et al. ∙

research

∙ 06/14/2021

Learning Audio-Visual Dereverberation

Reverberation from audio reflecting off surfaces and objects in the envi...

0 Changan Chen, et al. ∙

research

∙ 06/06/2021

Fisher-Pitman permutation tests based on nonparametric Poisson mixtures with application to single cell genomics

This paper investigates the theoretical and empirical performance of Fis...

0 Zhen Miao, et al. ∙

research

∙ 06/02/2021

Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos

In this paper, we propose a deep learning based video quality assessment...

7 Wei Sun, et al. ∙

research

∙ 05/30/2021

Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training

Image quality assessment (IQA) is very important for both end-users and ...

0 Wei Sun, et al. ∙

Wei Sun

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