Francis E. H. Tay

Orcid: 0000-0001-7189-2825

Affiliations:
  • National University of Singapore


According to our database1, Francis E. H. Tay authored at least 80 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Envision3D: One Image to 3D with Anchor Views Interpolation.
CoRR, 2024

2023
Masked Autoencoders for 3D Point Cloud Self-supervised Learning.
World Sci. Annu. Rev. Artif. Intell., 2023

SynTable: A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop Scenes.
CoRR, 2023

2022
Masked Autoencoders for Point Cloud Self-supervised Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet.
CoRR, 2021

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Unsupervised Video Summarization With Cycle-Consistent Adversarial LSTM Networks.
IEEE Trans. Multim., 2020

Adversarial images for the primate brain.
CoRR, 2020

A Simple Baseline for Pose Tracking in Videos of Crowded Scenes.
CoRR, 2020

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Central Similarity Quantization for Efficient Image and Video Retrieval.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Revisiting Knowledge Distillation via Label Smoothing Regularization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Revisit Knowledge Distillation: a Teacher-free Framework.
CoRR, 2019

Central Similarity Hashing via Hadamard matrix.
CoRR, 2019

An Interactive Training System for Upper Limb Rehabilitation Using Visual and Auditory Feedback.
Proceedings of the ICRAI 2019: 5th International Conference on Robotics and Artificial Intelligence, 2019

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Object Proposal Generation With Fully Convolutional Networks.
IEEE Trans. Circuits Syst. Video Technol., 2018

From Nanostructured Piezoelectric Materials to Broadband Transducers for High Resolution Ultrasonic Imaging.
Proceedings of the 13th IEEE Annual International Conference on Nano/Micro Engineered and Molecular Systems, 2018

2017
Mining Motion Data of Scoliotic Spine in the Coronal Plane to Predict the Spine in Lateral Bending Positions.
Trans. Mach. Learn. Data Min., 2017

A new method to approximate load-displacement relationships of spinal motion segments for patient-specific multi-body models of scoliotic spine.
Medical Biol. Eng. Comput., 2017

Finding line of action of the force exerted on erect spine based on lateral bending test in personalization of scoliotic spine models.
Medical Biol. Eng. Comput., 2017

An Integrated Approach Using Data Mining and System Dynamics to Policy Design: Effects of Electric Vehicle Adoption on CO2 Emissions in Singapore.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

2016
Scale-Aware Pixelwise Object Proposal Networks.
IEEE Trans. Image Process., 2016

Scale-aware Pixel-wise Object Proposal Networks.
CoRR, 2016

Accurate On-Road Vehicle Detection with Deep Fully Convolutional Networks.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Data Mining in Medicine: Relationship of Scoliotic Spine Curvature to the Movement Sequence of Lateral Bending Positions.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

2013
Low-frequency vibration-based energy harvester using a piezoelectric composite beam.
Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

2009
Adaptive Control of Electrostatic Microactuators With Bidirectional Drive.
IEEE Trans. Control. Syst. Technol., 2009

MEMSWear-biomonitoring system for remote vital signs monitoring.
J. Frankl. Inst., 2009

Barrier Lyapunov Functions for the control of output-constrained nonlinear systems.
Autom., 2009

Characterization and Fabrication of Novel Micromachined Electrode for BSN-Based Vital Signs Monitoring System.
Proceedings of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009

BSN Simulator: Optimizing Application Using System Level Simulation.
Proceedings of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009

Output-feedback adaptive control of electrostatic microactuators.
Proceedings of the American Control Conference, 2009

2008
Adaptive Neural Network Control for Helicopters in Vertical Flight.
IEEE Trans. Control. Syst. Technol., 2008

Silicon microneedles array with biodegradable tips for transdermal drug delivery
CoRR, 2008

A Long-term Wearable Vital Signs Monitoring System using BSN.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008

2007
Adaptive resonance compensation for hard disk drive servo systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

A novel system for elderly fall safety using body area network.
Proceedings of the 2nd International ICST Conference on Body Area Networks, 2007

Adaptive Control of A Class of Uncertain Electrostatic Microactuators.
Proceedings of the American Control Conference, 2007

2005
Control-Oriented Modeling of 2d Torsional Micromirror.
Int. J. Softw. Eng. Knowl. Eng., 2005

Theoretical Analysis and Experiment of A Novel Dep Chip With 3-D Silicon Electrodes.
Int. J. Softw. Eng. Knowl. Eng., 2005

Multi-Channel Biotelemetry System Using Microcontroller with Uhf Transmit Function.
Int. J. Softw. Eng. Knowl. Eng., 2005

Smart Shirt That Can Call for Help After A Fall.
Int. J. Softw. Eng. Knowl. Eng., 2005

Sleep Monitoring Devices Using Electric Field (E-Field) Mattress for Children with Eczema.
Int. J. Softw. Eng. Knowl. Eng., 2005

Modeling and Analysis of Nanotips for Thermoelectric Coolers.
Int. J. Softw. Eng. Knowl. Eng., 2005

Pareto Simulated Annealing (Sa)-Based Multi-Objective Optimization for Mems Design and Application.
Int. J. Softw. Eng. Knowl. Eng., 2005

Design Analysis of the Propulsion and Control System of an Underactuated Remotely Operated Vehicle Using Axiomatic Design Theory - Part 2.
Int. J. Softw. Eng. Knowl. Eng., 2005

Design Analysis of The Propulsion and Control System of an Underactuated Remotely Operated Vehicle Using Axiomatic Design Theory - Part 1.
Int. J. Softw. Eng. Knowl. Eng., 2005

Dynamic Behaviors of High-G Mems Accelerometer Incorporated with Novel Micro-Flexures.
Int. J. Softw. Eng. Knowl. Eng., 2005

2003
Support vector machine with adaptive parameters in financial time series forecasting.
IEEE Trans. Neural Networks, 2003

Modeling Of A Two-Axis Torsional Micromirror Using Ahdl.
Int. J. Comput. Eng. Sci., 2003

(100)-Oriented PZN-xpt Thin Films Grown On Lanio<sub>3</sub> Seeding Layers.
Int. J. Comput. Eng. Sci., 2003

Simulation Of Large Membrane Deformation In An Electrochemical Actuator.
Int. J. Comput. Eng. Sci., 2003

A Dielectrophoresis-Based Bio-Sample Preparation.
Int. J. Comput. Eng. Sci., 2003

Memswear Fall Sensing System For The Elderly: Design Of A Threshold Accelerometer For Impact Sensing.
Int. J. Comput. Eng. Sci., 2003

Synthesis And Characterisation Of Alkanethiolated Nanogold Clusters For Biomems Applications.
Int. J. Comput. Eng. Sci., 2003

Memswear - Incorporating Mems Technology Into Smart Shirt For Geriatric Healthcare.
Int. J. Comput. Eng. Sci., 2003

Development Of A 3-Plates Capacitive Pressure Sensor.
Int. J. Comput. Eng. Sci., 2003

Electrical Impedance And Energy Dissipation Analyses Of Quartz Crystal Microbalance For Polymer Coating.
Int. J. Comput. Eng. Sci., 2003

Slide Film Damping And Squeeze Film Damping Models Considering Gas Rarefaction Effects For Mems Devices.
Int. J. Comput. Eng. Sci., 2003

A Non-Contact Micro Thermocycling Chip For Polymerase Chain Reactions.
Int. J. Comput. Eng. Sci., 2003

Fabrication Process Of A Capacitive Microphone With p++ Diaphragm And Silicon Bonded Top-Plate.
Int. J. Comput. Eng. Sci., 2003

A methodology for evolutionary product design.
Eng. Comput., 2003

CyberCAD: a collaborative approach in 3D-CAD technology in a multimedia-supported environment.
Comput. Ind., 2003

2002
A Modified Chi2 Algorithm for Discretization.
IEEE Trans. Knowl. Data Eng., 2002

ε Descending Support Vector Machines for Financial Time Series Forecasting.
Neural Process. Lett., 2002

Modified support vector machines in financial time series forecasting.
Neurocomputing, 2002

Economic and financial prediction using rough sets model.
Eur. J. Oper. Res., 2002

Product modeling for conceptual design support.
Comput. Ind., 2002

2001
Financial Forecasting Using Support Vector Machines.
Neural Comput. Appl., 2001

A discretization method for rough sets theory.
Intell. Data Anal., 2001

Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map.
Intell. Data Anal., 2001

A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines.
Intell. Data Anal., 2001

A Shared Multi-Media Design Environment for Concurrent Engineering over the Internet.
Concurr. Eng. Res. Appl., 2001

2000
Scheduling MEMS manufacturing.
Proceedings of the 32nd conference on Winter simulation, 2000

Classifying Market States with WARS.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

epsilon-Descending Support Vector Machines for Financial Time Series Forecasting.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

Feature Selection for Support Vector Machines.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

1999
Classification of the Market States Using Neural Network.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Neuro-Genetic Based Method to the Classification of Acupuncture Needle: A Case Study.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999


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