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08/27/2023
Reconstructing Interacting Hands with Interaction Prior from Monocular Images
Reconstructing interacting hands from monocular images is indispensable ...
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08/27/2023
Nonrigid Object Contact Estimation With Regional Unwrapping Transformer
Acquiring contact patterns between hands and nonrigid objects is a commo...
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08/24/2023
Implicit Obstacle Map-driven Indoor Navigation Model for Robust Obstacle Avoidance
Robust obstacle avoidance is one of the critical steps for successful go...
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08/16/2023
Self-Deception: Reverse Penetrating the Semantic Firewall of Large Language Models
Large language models (LLMs), such as ChatGPT, have emerged with astonis...
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07/15/2023
HyperGo: Probability-based Directed Hybrid Fuzzing
Directed grey-box fuzzing (DGF) is a target-guided fuzzing intended for ...
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05/29/2023
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes
New classes of sounds constantly emerge with a few samples, making it ch...
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01/18/2023
HMDO: Markerless Multi-view Hand Manipulation Capture with Deformable Objects
We construct the first markerless deformable interaction dataset recordi...
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10/25/2022
Deep Boosting Robustness of DNN-based Image Watermarking via DBMark
Image watermarking is a technique for hiding information into images tha...
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08/25/2022
Variance Reduction based Experience Replay for Policy Optimization
For reinforcement learning on complex stochastic systems where many fact...
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05/06/2022
Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization
We extend the idea underlying the success of green simulation assisted p...
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05/05/2022
Dynamic Bayesian Network Auxiliary ABC-SMC for Hybrid Model Bayesian Inference to Accelerate Biomanufacturing Process Mechanism Learning and Robust Control
Driven by the critical needs of biomanufacturing 4.0, we present a proba...
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05/02/2022
Stability-driven Contact Reconstruction From Monocular Color Images
Physical contact provides additional constraints for hand-object state r...
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03/20/2022
Optical Flow for Video Super-Resolution: A Survey
Video super-resolution is currently one of the most active research topi...
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03/16/2022
Stochastic Simulation Uncertainty Analysis to Accelerate Flexible Biomanufacturing Process Development
Motivated by critical challenges and needs from biopharmaceuticals manuf...
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01/10/2022
Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Development and Control
Driven by the key challenges of cell therapy manufacturing, including hi...
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10/17/2021
Green Simulation Assisted Policy Gradient to Accelerate Stochastic Process Control
This study is motivated by the critical challenges in the biopharmaceuti...
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05/19/2021
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
Patients with severe Coronavirus disease 19 (COVID-19) typically require...
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05/13/2021
Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes
Biopharmaceutical manufacturing is a rapidly growing industry with impac...
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02/16/2021
Multi-Attribute Enhancement Network for Person Search
Person Search is designed to jointly solve the problems of Person Detect...
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01/11/2021
Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control
In the biopharmaceutical manufacturing, fermentation process plays a cri...
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11/09/2020
Statistical Uncertainty Analysis for Stochastic Simulation
When we use simulation to evaluate the performance of a stochastic syste...
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10/29/2020
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
Comorbid chronic conditions are common among people with type 2 diabetes...
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08/11/2020
Blockchain-Enabled Internet-of-Things Platform for End-to-End Industrial Hemp Supply Chain
After being legalized as an agricultural commodity by the 2018 U.S. Farm...
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06/19/2020
Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management
With the passage of the 2018 U.S. Farm Bill, Industrial Hemp production ...
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06/17/2020
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control
Biopharmaceutical manufacturing faces critical challenges, including com...
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10/13/2019
Global-Local Metamodel Assisted Two-Stage Optimization via Simulation
To integrate strategic, tactical and operational decisions, the two-stag...
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10/13/2019
A Pooled Quantile Estimator for Parallel Simulations
Quantile is an important risk measure quantifying the stochastic system ...
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10/09/2019
A Bayesian Nonparametric Framework for Uncertainty Quantification in Simulation
When we use simulation to assess the performance of stochastic systems, ...
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11/03/2016
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers
Safeguarding privacy in machine learning is highly desirable, especially...
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08/16/2016