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09/14/2023
A Multi-In and Multi-Out Dendritic Neuron Model and its Optimization
Artificial neural networks (ANNs), inspired by the interconnection of re...
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09/03/2023
Cooperative Filtering with Range Measurements: A Distributed Constrained Zonotopic Method
This article studies the distributed estimation problem of a multi-agent...
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06/23/2023
The MI-Motion Dataset and Benchmark for 3D Multi-Person Motion Prediction
3D multi-person motion prediction is a challenging task that involves mo...
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06/22/2023
FlowFace++: Explicit Semantic Flow-supervised End-to-End Face Swapping
This work proposes a novel face-swapping framework FlowFace++, utilizing...
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05/25/2023
Distributed Set-membership Filtering Frameworks For Multi-agent Systems With Absolute and Relative Measurements
In this paper, we focus on the distributed set-membership filtering (SMF...
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05/17/2023
Set-Membership Filtering-Based Cooperative State Estimation for Multi-Agent Systems
In this article, we focus on the cooperative state estimation problem of...
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04/10/2023
Artificial Intelligence/Operations Research Workshop 2 Report Out
This workshop Report Out focuses on the foundational elements of trustwo...
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03/20/2023
Facial Affective Analysis based on MAE and Multi-modal Information for 5th ABAW Competition
Human affective behavior analysis focuses on analyzing human expressions...
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03/07/2023
DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video
For few-shot learning, it is still a critical challenge to realize photo...
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03/03/2023
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase
Synthesizing controllable motion for a character using deep learning has...
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12/20/2022
InterMulti:Multi-view Multimodal Interactions with Text-dominated Hierarchical High-order Fusion for Emotion Analysis
Humans are sophisticated at reading interlocutors' emotions from multimo...
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12/17/2022
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective
Determining causal effects of temporal multi-intervention assists decisi...
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12/16/2022
EffMulti: Efficiently Modeling Complex Multimodal Interactions for Emotion Analysis
Humans are skilled in reading the interlocutor's emotion from multimodal...
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10/28/2022
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation
As a fine-grained and local expression behavior measurement, facial acti...
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10/27/2022
Global-to-local Expression-aware Embeddings for Facial Action Unit Detection
Expressions and facial action units (AUs) are two levels of facial behav...
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05/06/2022
Hypothesis Tests with Functional Data for Surface Quality Change Detection in Surface Finishing Processes
This work is concerned with providing a principled decision process for ...
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03/23/2022
Transformer-based Multimodal Information Fusion for Facial Expression Analysis
Facial expression analysis has been a crucial research problem in the co...
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03/15/2022
TAKDE: Temporal Adaptive Kernel Density Estimator for Real-Time Dynamic Density Estimation
Real-time density estimation is ubiquitous in many applications, includi...
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12/06/2021
One-shot Talking Face Generation from Single-speaker Audio-Visual Correlation Learning
Audio-driven one-shot talking face generation methods are usually traine...
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12/01/2021
Towards Futuristic Autonomous Experimentation–A Surprise-Reacting Sequential Experiment Policy
An autonomous experimentation platform in manufacturing is supposedly ca...
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07/20/2021
Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion
We propose an audio-driven talking-head method to generate photo-realist...
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07/17/2021
A Reproducing Kernel Hilbert Space Approach to Functional Calibration of Computer Models
This paper develops a frequentist solution to the functional calibration...
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07/08/2021
Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition
Automatic affective recognition has been an important research topic in ...
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05/17/2021
Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction
Retrospectively gated cine (retro-cine) MRI is the clinical standard for...
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04/16/2021
Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation
In this paper, we propose a novel text-based talking-head video generati...
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12/02/2020
The temporal overfitting problem with applications in wind power curve modeling
This paper is concerned with a nonparametric regression problem in which...
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11/06/2020
Augmented Equivariant Attention Networks for Electron Microscopy Image Super-Resolution
Taking electron microscopy (EM) images in high-resolution is time-consum...
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10/29/2020
Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection
Dimensionality reduction is a crucial first step for many unsupervised l...
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10/29/2020
A Spatio-temporal Track Association Algorithm Based on Marine Vessel Automatic Identification System Data
Tracking multiple moving objects in real-time in a dynamic threat enviro...
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06/24/2020
Spatial Pattern Recognition with Adjacency-Clustering: Improved Diagnostics for Semiconductor Wafer Bin Maps
In semiconductor manufacturing, statistical quality control hinges on an...
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05/18/2020
A Case Study of Space-time Performance Comparison of Wind Turbines on a Wind Farm
This paper presents an academia-industry joint case study concerning an ...
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05/18/2020
Space-time Performance Comparison of Wind Turbines on a Wind Farm
This paper presents an academia-industry joint study concerning an effec...
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05/12/2020
Towards Memory Safe Python Enclave for Security Sensitive Computation
Intel SGX Guard eXtensions (SGX), a hardware-supported trusted execution...
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05/09/2020
Building and Maintaining a Third-Party Library Supply Chain for Productive and Secure SGX Enclave Development
The big data industry is facing new challenges as concerns about privacy...
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03/17/2020
Gaussian process aided function comparison using noisy scattered data
This work proposes a new nonparametric method to compare the underlying ...
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02/04/2020
Multi-label Relation Modeling in Facial Action Units Detection
This paper describes an approach to the facial action units detections. ...
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02/04/2020
To-sequence:Multi-label Relation Modeling in Facial Action Units Detection
Facial Action Units Detection (FAUD), one of the main approaches for fac...
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01/17/2020
Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point Anomaly Detection
Dimensionality reduction is considered as an important step for ensuring...
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06/13/2019
Machine Learning Based Analysis and Quantification of Potential Power Gain from Passive Device Installation
Passive device installation on wind turbine generators (WTGs) can potent...
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05/28/2019
FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment
Recent face reenactment studies have achieved remarkable success either ...
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09/27/2016