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ORCIDFrancis E. H. Tay
Francis Eng Hock Tay – Eng Hock Tay
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- affiliation: National University of Singapore
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Journal Articles
- 2023
[j46]Yatian Pang
, Francis Eng Hock Tay, Li Yuan, Zhenghua Chen:
Masked Autoencoders for 3D Point Cloud Self-supervised Learning. World Sci. Annu. Rev. Artif. Intell. 1: 2440001:1-2440001:22 (2023)- 2020
- [j45]Li Yuan, Francis Eng Hock Tay, Ping Li, Jiashi Feng:
Unsupervised Video Summarization With Cycle-Consistent Adversarial LSTM Networks. IEEE Trans. Multim. 22(10): 2711-2722 (2020) - 2018
- [j44]Zequn Jie, Wen Feng Lu, Siavash Sakhavi, Yunchao Wei, Francis Eng Hock Tay, Shuicheng Yan:
Object Proposal Generation With Fully Convolutional Networks. IEEE Trans. Circuits Syst. Video Technol. 28(1): 62-75 (2018) - 2017
- [j43]Athena Jalalian, Francis Eng Hock Tay, Soheil Arastehfar, Ian Gibson, Gabriel Liu:
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. 55(4): 673-684 (2017) - [j42]Athena Jalalian, Francis Eng Hock Tay, Soheil Arastehfar, Gabriel Liu:
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. 55(6): 1039-1050 (2017) - [j41]Athena Jalalian, Francis E. H. Tay, Gabriel Liu:
Mining Motion Data of Scoliotic Spine in the Coronal Plane to Predict the Spine in Lateral Bending Positions. Trans. Mach. Learn. Data Min. 10(1): 25-39 (2017) - 2016
- [j40]Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Francis Eng Hock Tay, Shuicheng Yan:
Scale-Aware Pixelwise Object Proposal Networks. IEEE Trans. Image Process. 25(10): 4525-4539 (2016) - 2009
- [j39]Keng Peng Tee, Shuzhi Sam Ge, Eng Hock Tay:
Barrier Lyapunov Functions for the control of output-constrained nonlinear systems. Autom. 45(4): 918-927 (2009) - [j38]Francis Eng Hock Tay, Ding G. Guo, Lin Xu, Myo Naing Nyan, K. L. Yap:
MEMSWear-biomonitoring system for remote vital signs monitoring. J. Frankl. Inst. 346(6): 531-542 (2009) - [j37]Keng Peng Tee, Shuzhi Sam Ge, Francis Eng Hock Tay:
Adaptive Control of Electrostatic Microactuators With Bidirectional Drive. IEEE Trans. Control. Syst. Technol. 17(2): 340-352 (2009) - 2008
- [j36]Keng Peng Tee, Shuzhi Sam Ge, Francis Eng Hock Tay:
Adaptive Neural Network Control for Helicopters in Vertical Flight. IEEE Trans. Control. Syst. Technol. 16(4): 753-762 (2008) - 2005
- [j35]Teck Hong Koh, Francis Eng Hock Tay, M. W. S. Lau, Eicher Low, Gerald Seet:
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. 15(2): 153-160 (2005) - [j34]Teck Hong Koh, Francis Eng Hock Tay, M. W. S. Lau, Eicher Low, Gerald Seet:
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. 15(2): 161-168 (2005) - [j33]Kwong-Luck Tan, Francis Eng Hock Tay, Hugo Van Bever:
Sleep Monitoring Devices Using Electric Field (E-Field) Mattress for Children with Eczema. Int. J. Softw. Eng. Knowl. Eng. 15(2): 177-182 (2005) - [j32]Francis Eng Hock Tay, Myo Naing Nyan, Teck Hong Koh, K. H. W. Seah, Yih Yiow Sitoh:
Smart Shirt That Can Call for Help After A Fall. Int. J. Softw. Eng. Knowl. Eng. 15(2): 183-188 (2005) - [j31]Guolin Xu, Francis Eng Hock Tay, Ciprian Iliescu, Victor Samper:
Multi-Channel Biotelemetry System Using Microcontroller with Uhf Transmit Function. Int. J. Softw. Eng. Knowl. Eng. 15(2): 205-214 (2005) - [j30]Bangtao Chen, Jianmin Miao, Chunkiat Lim, Francis Eng Hock Tay, Ciprian Iliescu:
Dynamic Behaviors of High-G Mems Accelerometer Incorporated with Novel Micro-Flexures. Int. J. Softw. Eng. Knowl. Eng. 15(2): 225-230 (2005) - [j29]Liming Yu, Francis Eng Hock Tay, Guolin Xu, Ciprian Iliescu, Marioara Avram:
Theoretical Analysis and Experiment of A Novel Dep Chip With 3-D Silicon Electrodes. Int. J. Softw. Eng. Knowl. Eng. 15(2): 231-236 (2005) - [j28]Kwong-Luck Tan, Prashant Padmanabhan, Ciprian Iliescu, Francis Eng Hock Tay:
Modeling and Analysis of Nanotips for Thermoelectric Coolers. Int. J. Softw. Eng. Knowl. Eng. 15(2): 237-242 (2005) - [j27]Yi Zhao, Francis Eng Hock Tay, Siong Chau Fook, Guangya Zhou:
Control-Oriented Modeling of 2d Torsional Micromirror. Int. J. Softw. Eng. Knowl. Eng. 15(2): 249-258 (2005) - [j26]Andojo Ongkodjojo Ong, Francis Eng Hock Tay:
Pareto Simulated Annealing (Sa)-Based Multi-Objective Optimization for Mems Design and Application. Int. J. Softw. Eng. Knowl. Eng. 15(2): 455-460 (2005) - 2003
- [j25]Francis Eng Hock Tay, Avijit Roy:
CyberCAD: a collaborative approach in 3D-CAD technology in a multimedia-supported environment. Comput. Ind. 52(2): 127-145 (2003) - [j24]Francis Eng Hock Tay, Jinxiang Gu:
A methodology for evolutionary product design. Eng. Comput. 19(2-3): 160-173 (2003) - [j23]Yuan Xu, Christina Yuan Ling Tan, Wen Ping Wang, Francis Eng Hock Tay:
Simulation Of Large Membrane Deformation In An Electrochemical Actuator. Int. J. Comput. Eng. Sci. 4(2): 205-210 (2003) - [j22]Guolin Xu, Francis Eng Hock Tay, Yuanzhi Lao, Ciprian Iliescu, Yuan Hong Yu, Vincent Luar, Diana Hartono, Y. Y. Lee:
A Dielectrophoresis-Based Bio-Sample Preparation. Int. J. Comput. Eng. Sci. 4(2): 277-280 (2003) - [j21]Kwong-Luck Tan, Francis Eng Hock Tay:
Memswear - Incorporating Mems Technology Into Smart Shirt For Geriatric Healthcare. Int. J. Comput. Eng. Sci. 4(2): 289-292 (2003) - [j20]Yeow-Sheong Wong, Francis Eng Hock Tay, Kwong-Luck Tan:
Memswear Fall Sensing System For The Elderly: Design Of A Threshold Accelerometer For Impact Sensing. Int. J. Comput. Eng. Sci. 4(2): 293-296 (2003) - [j19]Andojo Ongkodjojo, Francis Eng Hock Tay:
Slide Film Damping And Squeeze Film Damping Models Considering Gas Rarefaction Effects For Mems Devices. Int. J. Comput. Eng. Sci. 4(2): 401-404 (2003) - [j18]Shuhui Yu, Kui Yao, Francis Eng Hock Tay:
(100)-Oriented PZN-xpt Thin Films Grown On Lanio3 Seeding Layers. Int. J. Comput. Eng. Sci. 4(3): 537-541 (2003) - [j17]Guangya Zhou, Francis Eng Hock Tay, Chau Fook Siong:
Modeling Of A Two-Axis Torsional Micromirror Using Ahdl. Int. J. Comput. Eng. Sci. 4(3): 593-596 (2003) - [j16]Woei Wan Tan, Pei Ge, Francis Eng Hock Tay, Ai Poh Loh:
Development Of A 3-Plates Capacitive Pressure Sensor. Int. J. Comput. Eng. Sci. 4(3): 613-616 (2003) - [j15]A. L. Palaniappan, J. Zhang, Xiaodi Su, Francis Eng Hock Tay:
Electrical Impedance And Energy Dissipation Analyses Of Quartz Crystal Microbalance For Polymer Coating. Int. J. Comput. Eng. Sci. 4(3): 645-649 (2003) - [j14]Yuanzhi Lao, Francis Eng Hock Tay, Guolin Xu, Diana Hartono, Y. Y. Lee:
A Non-Contact Micro Thermocycling Chip For Polymerase Chain Reactions. Int. J. Comput. Eng. Sci. 4(3): 651-654 (2003) - [j13]Yee Ting Wong, M. Manimaran, Francis Eng Hock Tay:
Synthesis And Characterisation Of Alkanethiolated Nanogold Clusters For Biomems Applications. Int. J. Comput. Eng. Sci. 4(3): 663-666 (2003) - [j12]Ciprian Iliescu, Tietun Sun, Jianmin Miao, Francis Eng Hock Tay:
Fabrication Process Of A Capacitive Microphone With p++ Diaphragm And Silicon Bonded Top-Plate. Int. J. Comput. Eng. Sci. 4(3): 687-690 (2003) - [j11]Lijuan Cao, Francis Eng Hock Tay:
Support vector machine with adaptive parameters in financial time series forecasting. IEEE Trans. Neural Networks 14(6): 1506-1518 (2003) - 2002
- [j10]Francis Eng Hock Tay, Jinxiang Gu:
Product modeling for conceptual design support. Comput. Ind. 48(2): 143-155 (2002) - [j9]Francis Eng Hock Tay, Lixiang Shen:
Economic and financial prediction using rough sets model. Eur. J. Oper. Res. 141(3): 641-659 (2002) - [j8]Francis Eng Hock Tay, Lijuan Cao:
Modified support vector machines in financial time series forecasting. Neurocomputing 48(1-4): 847-861 (2002) - [j7]Francis Eng Hock Tay, Lijuan Cao:
ε Descending Support Vector Machines for Financial Time Series Forecasting. Neural Process. Lett. 15(2): 179-195 (2002) - [j6]Francis Eng Hock Tay, Lixiang Shen:
A Modified Chi2 Algorithm for Discretization. IEEE Trans. Knowl. Data Eng. 14(3): 666-670 (2002) - 2001
- [j5]Francis Eng Hock Tay, Chen Ming:
A Shared Multi-Media Design Environment for Concurrent Engineering over the Internet. Concurr. Eng. Res. Appl. 9(1): 55-63 (2001) - [j4]Francis Eng Hock Tay, Lijuan Cao:
A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines. Intell. Data Anal. 5(3): 191-209 (2001) - [j3]Francis Eng Hock Tay, Lijuan Cao:
Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map. Intell. Data Anal. 5(4): 339-354 (2001) - [j2]Lixiang Shen, Francis Eng Hock Tay:
A discretization method for rough sets theory. Intell. Data Anal. 5(5): 431-438 (2001) - [j1]Lijuan Cao, Francis Eng Hock Tay:
Financial Forecasting Using Support Vector Machines. Neural Comput. Appl. 10(2): 184-192 (2001)
Conference and Workshop Papers
- 2022
- [c25]Yatian Pang, Wenxiao Wang, Francis E. H. Tay, Wei Liu, Yonghong Tian, Li Yuan:
Masked Autoencoders for Point Cloud Self-supervised Learning. ECCV (2) 2022: 604-621 - 2021
- [c24]Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Zihang Jiang, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan:
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. ICCV 2021: 538-547 - 2020
- [c23]Li Yuan, Tao Wang, Xiaopeng Zhang, Francis E. H. Tay, Zequn Jie, Wei Liu, Jiashi Feng:
Central Similarity Quantization for Efficient Image and Video Retrieval. CVPR 2020: 3080-3089 - [c22]Li Yuan, Francis E. H. Tay, Guilin Li, Tao Wang, Jiashi Feng:
Revisiting Knowledge Distillation via Label Smoothing Regularization. CVPR 2020: 3902-3910 - [c21]Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yupeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan:
A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. ACM Multimedia 2020: 4684-4688 - 2019
- [c20]Li Yuan, Francis E. H. Tay, Ping Li, Li Zhou, Jiashi Feng:
Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization. AAAI 2019: 9143-9150 - [c19]Yuhan Ding, Eng Hock Tay:
An Interactive Training System for Upper Limb Rehabilitation Using Visual and Auditory Feedback. ICRAI 2019: 54-58 - 2018
- [c18]Kui Yao, Weng Heng Liew, Shuting Chen, Meysam Sharifzadeh Mirshekarloo, Francis Eng Hock Tay:
From Nanostructured Piezoelectric Materials to Broadband Transducers for High Resolution Ultrasonic Imaging. NEMS 2018: 234-239 - 2017
- [c17]Bohao Zhang, Francis Eng Hock Tay:
An Integrated Approach Using Data Mining and System Dynamics to Policy Design: Effects of Electric Vehicle Adoption on CO2 Emissions in Singapore. ICDM 2017: 258-268 - 2016
- [c16]Athena Jalalian, Francis Eng Hock Tay, Gabriel Liu:
Data Mining in Medicine: Relationship of Scoliotic Spine Curvature to the Movement Sequence of Lateral Bending Positions. ICDM 2016: 29-40 - [c15]Zequn Jie, Wen Feng Lu, Francis Eng Hock Tay:
Accurate On-Road Vehicle Detection with Deep Fully Convolutional Networks. MLDM 2016: 643-658 - 2013
- [c14]Lokesh Dhakar, Huicong Liu, Francis Eng Hock Tay, Chengkuo Lee:
Low-frequency vibration-based energy harvester using a piezoelectric composite beam. NEMS 2013: 939-942 - 2009
- [c13]Keng Peng Tee, Shuzhi Sam Ge, Eng Hock Tay:
Output-feedback adaptive control of electrostatic microactuators. ACC 2009: 4215-4220 - [c12]Ioana Cutcutache, Thi Thanh Nga Dang, Wai Kay Leong, Shanshan Liu, Kathy Dang Nguyen, Linh Thi Xuan Phan, Joon Edward Sim, Zhenxin Sun, Teck Bok Tok, Lin Xu, Francis Eng Hock Tay, Weng-Fai Wong:
BSN Simulator: Optimizing Application Using System Level Simulation. BSN 2009: 9-14 - [c11]Ding G. Guo, Francis Eng Hock Tay, Lin Xu, L. M. Yu, Myo Naing Nyan, F. W. Chong, K. L. Yap, B. Xu:
Characterization and Fabrication of Novel Micromachined Electrode for BSN-Based Vital Signs Monitoring System. BSN 2009: 125-130 - 2008
- [c10]Ding G. Guo, Francis Eng Hock Tay, Lin Xu, L. M. Yu, Myo Naing Nyan, F. W. Chong, K. L. Yap, B. Xu:
A Long-term Wearable Vital Signs Monitoring System using BSN. DSD 2008: 825-830 - 2007
- [c9]Keng Peng Tee, Shuzhi Sam Ge, Eng Hock Tay:
Adaptive Control of A Class of Uncertain Electrostatic Microactuators. ACC 2007: 3186-3191 - [c8]Myo Naing Nyan, Francis Eng Hock Tay, Ding G. Guo, Lin Xu, K. L. Yap:
A novel system for elderly fall safety using body area network. BODYNETS 2007: 23 - [c7]Keng Peng Tee, Shuzhi Sam Ge, Francis Eng Hock Tay:
Adaptive resonance compensation for hard disk drive servo systems. CDC 2007: 3567-3572 - 2000
- [c6]Lijuan Cao, Francis Eng Hock Tay:
Feature Selection for Support Vector Machines. IDEAL 2000: 268-273 - [c5]Lijuan Cao, Francis Eng Hock Tay:
epsilon-Descending Support Vector Machines for Financial Time Series Forecasting. IDEAL 2000: 274-279 - [c4]Lixiang Shen, Francis Eng Hock Tay:
Classifying Market States with WARS. IDEAL 2000: 280-285 - [c3]Lixin Wang, Francis Eng Hock Tay, Loo Hay Lee:
Scheduling MEMS manufacturing. WSC 2000: 1472-1480 - 1999
- [c2]Lijuan Cao, Francis Eng Hock Tay:
Neuro-Genetic Based Method to the Classification of Acupuncture Needle: A Case Study. GECCO 1999: 99-105 - [c1]Lijuan Cao, Francis Eng Hock Tay, Lawrence Ma, Wai Cheong Yeong:
Classification of the Market States Using Neural Network. GECCO 1999: 776
Informal and Other Publications
- 2024
- [i11]Yatian Pang, Tanghui Jia, Yujun Shi, Zhenyu Tang, Junwu Zhang, Xinhua Cheng, Xing Zhou, Francis E. H. Tay, Li Yuan:
Envision3D: One Image to 3D with Anchor Views Interpolation. CoRR abs/2403.08902 (2024) - 2023
- [i10]Zhili Ng, Haozhe Wang, Zhengshen Zhang, Francis Eng Hock Tay, Marcelo H. Ang Jr.:
SynTable: A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop Scenes. CoRR abs/2307.07333 (2023) - 2022
- [i9]Yatian Pang, Wenxiao Wang, Francis E. H. Tay, Wei Liu, Yonghong Tian, Li Yuan:
Masked Autoencoders for Point Cloud Self-supervised Learning. CoRR abs/2203.06604 (2022) - 2021
- [i8]Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan:
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. CoRR abs/2101.11986 (2021) - 2020
- [i7]Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan:
A Simple Baseline for Pose Tracking in Videos of Crowded Scenes. CoRR abs/2010.10007 (2020) - [i6]Li Yuan, Will Xiao, Gabriel Kreiman, Francis E. H. Tay, Jiashi Feng, Margaret S. Livingstone:
Adversarial images for the primate brain. CoRR abs/2011.05623 (2020) - 2019
- [i5]Li Yuan, Francis E. H. Tay, Ping Li, Li Zhou, Jiashi Feng:
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization. CoRR abs/1904.08265 (2019) - [i4]Li Yuan, Tao Wang, Xiaopeng Zhang, Zequn Jie, Francis E. H. Tay, Jiashi Feng:
Central Similarity Hashing via Hadamard matrix. CoRR abs/1908.00347 (2019) - [i3]Li Yuan, Francis E. H. Tay, Guilin Li, Tao Wang, Jiashi Feng:
Revisit Knowledge Distillation: a Teacher-free Framework. CoRR abs/1909.11723 (2019) - 2016
- [i2]Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Francis Eng Hock Tay, Shuicheng Yan:
Scale-aware Pixel-wise Object Proposal Networks. CoRR abs/1601.04798 (2016) - 2008
- [i1]Bangtao Chen, Jiashen Wei, Francis Eng Hock Tay, Yee Ting Wong, Ciprian Iliescu:
Silicon microneedles array with biodegradable tips for transdermal drug delivery. CoRR abs/0802.3068 (2008)
Coauthor Index
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