b'Xinyu Li'

research

∙ 08/24/2023

Motion-Guided Masking for Spatiotemporal Representation Learning

Several recent works have directly extended the image masked autoencoder...

0 David Fan, et al. ∙

research

∙ 08/22/2023

MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation

Previous research has studied the task of segmenting cinematic videos in...

0 Najmeh Sadoughi, et al. ∙

research

∙ 07/22/2023

Simple parameter-free self-attention approximation

The hybrid model of self-attention and convolution is one of the methods...

0 Yuwen Zhai, et al. ∙

research

∙ 06/22/2023

DiffWA: Diffusion Models for Watermark Attack

With the rapid development of deep neural networks(DNNs), many robust bl...

0 Xinyu Li, et al. ∙

research

∙ 05/21/2023

Markov α-Potential Games: Equilibrium Approximation and Regret Analysis

This paper proposes a new framework to study multi-agent interaction in ...

0 Xin Guo, et al. ∙

research

∙ 05/18/2023

Functional sufficient dimension reduction through information maximization with application to classification

Considering the case where the response variable is a categorical variab...

0 Xinyu Li, et al. ∙

research

∙ 05/01/2023

LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music

Music information retrieval (MIR) has gone through an explosive developm...

0 Xinyu Li, et al. ∙

research

∙ 04/29/2023

Integrated Sensing and Communications: Recent Advances and Ten Open Challenges

It is anticipated that integrated sensing and communications (ISAC) woul...

0 Shihang Lu, et al. ∙

research

∙ 03/27/2023

Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens

Contrastive learning-based vision-language pre-training approaches, such...

0 Yuxiao Chen, et al. ∙

research

∙ 03/17/2023

Practical and Ethical Challenges of Large Language Models in Education: A Systematic Literature Review

Educational technology innovations that have been developed based on lar...

0 Lixiang Yan, et al. ∙

research

∙ 03/16/2023

Lessons Learnt from a Multimodal Learning Analytics Deployment In-the-wild

Multimodal Learning Analytics (MMLA) innovations make use of rapidly evo...

0 Roberto Martinez-Maldonado, et al. ∙

research

∙ 03/14/2023

CAT: Causal Audio Transformer for Audio Classification

The attention-based Transformers have been increasingly applied to audio...

0 Xiaoyu Liu, et al. ∙

research

∙ 03/13/2023

Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos

Contrastive learning has recently narrowed the gap between self-supervis...

0 David Fan, et al. ∙

research

∙ 11/22/2022

The impact of moving expenses on social segregation: a simulation with RL and ABM

Over the past decades, breakthroughs such as Reinforcement Learning (RL)...

0 Xinyu Li, et al. ∙

research

∙ 11/01/2022

Robust Direct Learning for Causal Data Fusion

In the era of big data, the explosive growth of multi-source heterogeneo...

0 Xinyu Li, et al. ∙

research

∙ 10/19/2022

Functional data clustering via information maximization

A new method for clustering functional data is proposed via information ...

0 Xinyu Li, et al. ∙

research

∙ 09/01/2022

A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection

Surface defect detection is one of the most essential processes for indu...

7 Chen Sun, et al. ∙

research

∙ 07/24/2022

HouseX: A Fine-grained House Music Dataset and its Potential in the Music Industry

Machine sound classification has been one of the fundamental tasks of mu...

0 Xinyu Li, et al. ∙

research

∙ 03/31/2022

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

We propose a memory efficient method, named Stochastic Backpropagation (...

0 Feng Cheng, et al. ∙

research

∙ 02/09/2022

Improving short-term bike sharing demand forecast through an irregular convolutional neural network

As an important task for the management of bike sharing systems, accurat...

4 Xinyu Li, et al. ∙

research

∙ 12/06/2021

A stableness of resistance model for nonresponse adjustment with callback data

The survey world is rife with nonresponse and in many situations the mis...

0 Wang Miao, et al. ∙

research

∙ 09/07/2021

A new neighborhood structure for job shop scheduling problems

Job shop scheduling problem (JSP) is a widely studied NP-complete combin...

0 Jin Xie, et al. ∙

research

∙ 08/05/2021

Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image

Given a picture of a chair, could we extract the 3-D shape of the chair,...

0 Xinxin Zuo, et al. ∙

research

∙ 07/07/2021

Long Short-Term Transformer for Online Action Detection

In this paper, we present Long Short-term TRansformer (LSTR), a new temp...

18 Mingze Xu, et al. ∙

research

∙ 11/14/2020

Improving efficiency of inference in clinical trials with external control data

Suppose we are interested in the effect of a treatment in a clinical tri...

0 Xinyu Li, et al. ∙

research

∙ 09/16/2020

Multi-Label Activity Recognition using Activity-specific Features

We introduce an approach to multi-label activity recognition by extracti...

0 Yanyi Zhang, et al. ∙

research

∙ 03/02/2020

Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks

We describe a new approach to estimating relative risks in time-to-event...

0 Chirag Nagpal, et al. ∙

research

∙ 09/09/2019

Puncturable Signatures and Applications in Proof-of-Stake Blockchain Protocol

Proof-of-stake (PoS) blockchain protocols are emerging as one of the mos...

0 Xinyu Li, et al. ∙

research

∙ 05/18/2019

BERTSel: Answer Selection with Pre-trained Models

Recently, pre-trained models have been the dominant paradigm in natural ...

0 Dongfang Li, et al. ∙

research

∙ 04/20/2019

Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks

Selfie and cartoon are two popular artistic forms that are widely presen...

0 Xinyu Li, et al. ∙

research

∙ 01/24/2019

Multi-stream Network With Temporal Attention For Environmental Sound Classification

Environmental sound classification systems often do not perform robustly...

0 Xinyu Li, et al. ∙

research

∙ 12/06/2018

Tri-axial Self-Attention for Concurrent Activity Recognition

We present a system for concurrent activity recognition. To extract feat...

0 Yanyi Zhang, et al. ∙

research

∙ 10/29/2018

Differential Evolution with Nearest & Better Option for Function Optimization

Differential evolution is the conventional algorithm with the fastest co...

0 Haozhen Dong, et al. ∙

research

∙ 05/22/2018

Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment

Multimodal affective computing, learning to recognize and interpret huma...

0 Yue Gu, et al. ∙

research

∙ 04/09/2018

Whale swarm algorithm with iterative counter for multimodal function optimization

Most real-world optimization problems often come with multiple global op...

0 Bing Zeng, et al. ∙

research

∙ 02/16/2017

Evaluation of Trace Alignment Quality and its Application in Medical Process Mining

Trace alignment algorithms have been used in process mining for discover...

0 Moliang Zhou, et al. ∙

research

∙ 02/11/2017

Whale swarm algorithm for function optimization

Increasing nature-inspired metaheuristic algorithms are applied to solvi...

0 Bing Zeng, et al. ∙

research

∙ 02/10/2017

Online People Tracking and Identification with RFID and Kinect

We introduce a novel, accurate and practical system for real-time people...

0 Xinyu Li, et al. ∙

research

∙ 02/06/2017

Concurrent Activity Recognition with Multimodal CNN-LSTM Structure

We introduce a system that recognizes concurrent activities from real-wo...

0 Xinyu Li, et al. ∙

Xinyu Li

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