Technovation 2021
April 2021
![]() | ![]() | ![]() |
ADDI DEBASHREE | Aditi Saini | Alex Neo Jing Hui |
Classification of deepfakes and ‘beautified’ media | Predictive Analytics of Chemical Material Pricing | Epsilon, Microservices-based scheduler for Kubernetes |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Aloysius Chan Zhen Wu | An Zheyuan | Ang Jun Liang |
Federated Learning Study | A Weight-Normalization Based Causal Classifier for Long-Tailed Classification | Investigating subtypes of Alzheimer’s Disease using Graph Neural Networks on functional MRI scans |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Ang Wan Qi | Arun Rakshitha | Aung Hein Htoo |
Hierarchical Multi-Agent Reinforcement Learning with Options | The Six Pac-men: Exploring the strength of advice provision and the impact of an adversarial advisor in Reinforcement Learning | Parkinson’s Disease classification through multi-view learning of structural and functional connectome |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Austine Yapp Zong Han | Bedi Jannat | BENJAMIN LOH WEN QIAN |
IMPLEMENTING COLLABORATIVE DECENTRALIZED MACHINE LEARNING FOR INTERNET OF THINGS (IOT) | Multi-Agent Deep Deterministic Policy Gradient Algorithm for Swarm Systems | IMPLEMENTATION OF CACHE ATTACKS IN PRACTICAL SCENARIOS AND TOOLKIT DEVELOPMENT |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Bryan Leow Xuan Zhen | Chan Wen Le | Chan Yan Cheng Jarod |
Speaker invariant speech emotion recognition with domain adversarial training | Attack on Training Effort of Deep Learning | Defence on unrestricted adversarial examples |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Chan Yuqian | Chen Feiyu | Chen Sihao |
A Serious Game Design and Development | Visualization for Machine Learning | Learning to see in the dark |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Chen Taoyu | Chen Yinya | CHENG BOYA |
Instruction Level Branch Condition Penetration for Steelix | Recurrent Neural Network Embedded Fuzzy System with its Applications in Stock Market Forecasting and Trading | Digital Makeup Using Machine Learning Algorithms |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Chester Yeoh Fu Soon | Chew Jing Wei | Chew Kin Zhong |
Time Series & Sentiment Analysis of Top Cryptocurrencies | Ultra-Low Power Real-Time Object Detection based on Quantized CNNs | Optimizing Grey-Box Mutational Fuzzing Workflow for Effective Vulnerability Discovery |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
DAVID KORIADI | Dinh Khoat Hoang Anh | Do Anh Tu |
Agent Runtime Monitor | Evolving Type-2 Neural Fuzzy Inference System with Embedded Deep Learning in Dynamic Portfolio Rebalancing | Real-time Visual Localization System on an Embedded Platform |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Dwivedee Lakshyajeet | Elbert Widjaja | FENG CHENGXUAN |
Efficient Graph Neural Networks for Travelling Salesman Problem using Multilevel Clustering | Fake News Detection using Social Media Data | Deep Learning in VR |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | |
Feng Daifei | Foo Ching Yen | |
A Marketplace for Crowdsourced Federated Learning | Augmented Reality-based Instructor for Origami | |
View Video Here | View Video Here |
![]() | ![]() | ![]() |
Gabriella Benedicta Christianti | GOH CHUN YI | Guo Mukun |
Skin Cancer Detection: Spreading Awareness Through Mobile Application | VacMAP | Segmentation of CT brain scans with synthetic MR scans by using generative adversarial networks |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Guo Zhiwei | Gwyneth Ang Xin Yi | Han Simeng |
GAN-based Synthetic Medical Image Augmentation for multimodality image registration | Game-based Learning of Cryptographic Algorithms | Advancing Neural Text Generation |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Hans Tananda | Harold Teng Ze Chie | Haziq Yusoff bin Abdul Wahab |
Transfer Learning Application on Snake Classification | Website Development of CrowdedSG | Music visualisation with deep learning |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Huang Haowen, Alfred | Huang Zhilin | James Tan Chee Min |
Deep Ensemble Network for Momentum Portfolio Trading | Automated Essay Scoring with Incremental Learning Through Crowdsourcing | Increasing Interpretability using a Fuzzy-Embedded Recurrent Neural Network (FE-RNN) |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Jashini Hubert | Jessica Kee Si Jia | Jesslyn Chew Sze Yu |
Creating a User Interface for a Fire Simulator | Eliminating food waste through technology- Free food | METER: A Tool for Map-based Visualization of Referencing Behaviours in Scientific Articles |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Kant Mannan | Kevin Steven Kihata | Khan Naseer Ahmed |
Secure Text Based CAPTCHA using Adversarial Example | Smartphone-based Augmented Reality Gaming Application | Displaying curves, surfaces and solid objects in Unity 3D system |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Koh Hock Kiong Benny | KOK WAI GIE | Kok Zi Ming |
Privacy-preserving auction using multi-party computation | Big data Analytics for Smart Transportation | Attacks on weak implementations of RSA |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Krithika D/O Ramamoorthy | Kwek Dan Yi Germaine | Le Tan Khang |
Drug Response Prediction from drug chemical features by using Deep Neural Networks | Identification and characterization of subtypes of patients in a bipolar cohort | Machine Learning for Canteen Food Recommendation in NTU |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Lee Chong Yan | Lee Jun Ao | Lee Wei Min |
Geographically-aware mobile application for managing events and interest group communications | Lost and Found mobile app for universities | A Crowd Management System Design and Development |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Leow Kian Ann | Li Shenggui | LI YUANMING |
Cryptographic Game | ContrastiveODC | Distributed Machine Learning |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | |
Li Zhaochen | Lim Jia Yao Christopher | |
Long-Tailed Image Recognition | LiDAR Relocalization | |
View Video Here | View Video Here |
![]() | ![]() | ![]() |
Lim Xiao Qi | Lim Yee Han | Low Wei Rong |
Gamification of Security Games in Voting | De-identification of profile pictures while retaining facial features using GANs | Game For Learning |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Luo Jinqi | Ma Jiebing | Ma Xiao |
Generating Adversarial Examples with Only One Image | SIERRA: A Visual Query Interface for Property Graphs | Docker and Kubernetes: Deploying Speech Recognition System for Scalability |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Mark Low Boon Jun | Milla Samuel | Ng Jing Rui |
Eliminating food waste through technology - Household | Adversarial Attacks on Autonomous Vehicles | Generating Domain-Specific Paraphrases of Questions from FAQ |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Ng Joshua Jeremiah | Ng Man Chun | Ngiam Jing Xiang |
Intelligent robotic navigation for elderly assistance | Analysis of international trade data: correlating Chinese economic influence with Chinese United Front influence in Oceania | Brain game based on Auditory Attention Detection |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Ngo Jun Hao Jason | Nguyen Dinh Le Dan | Nguyen Doan Hoang Lam |
Deep Learning Based Car License Plate Recognition | Web interface for ASR transcriber | Mobile application on a scene text spotting |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Nguyen Le Hoang | Nigel Ang Wei Jun | Nithya Krishnan |
Building Agents for Power Trading Agent Competition (TAC) | Learning Generalised Features from EEG using Deep Learning for a Cognitive Brain-Computer Interface | A Robust and Interpretable Feature Selection Pipeline |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Ong Jia Ying | PALANIAPPAN SNEHA | Perh Zhi Hao |
PoseBuddy | Deep Learning Approaches for Predicting Drug Responses Using Multi Omics Features | Building SenticNet 7 |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Png Jun Sheng | Poh Kang Yu | POH WEI HAN |
Named Entity Recognition on Emergency Response System | Development of Feature Engineering Tools for Multivariate Time Series | 3D game design in VR |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Poon Sin Ta | Prem Adithya Suresh | Pyae Hlian Moe |
FALCON-PAART for market climate prediction and analysis | Improved Face Mask Detection with Super-Resolution Techniques | Sentiment Detection with Bidirectional Encoder Representation from Transformers |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Qiu Huiqian | Rajasekara Pandian Akshaya Muthu | RAJIV BALAMURUGAN |
Generic Self-Evoving TSK Fuzzy Neural Network with Rough Set (GSETSK+RS) | Synthesising Missing Modalities for Brain MRI Tumour Segmentation | Explainable Graph Classification with Deep Learning Models |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | |
Sam Jian Shen | Sean Tang | |
JustGivit | Pruning deep neural networks for encoding and decoding the human connectome | |
View Video Here | View Video Here |
![]() | ![]() | ![]() |
Shearman Chua Wei Jie | SHIRLEY LIEW PEI PEI | Siek Ming Jun |
Fintech Related Machine Learning: Experimental Investigation on the Effects of Data Variance Towards Difficulty of Learning for Deep Learning Models | Interactive Learning in Java | Development of iBeacon Application |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Soh Yan Quan Kenneth | Stephanie Audrey Susanto | SU VOON HOU |
Full-Stack Web Development for Auto-assessment platform | Multi-Degradation Image Super-Resolution Using Texture-Transfer | Network Analysis and Traceability on Ethereum Blockchain |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Su Wai Yee Aung | Tajudeen Safeek Ahmed | TAN CHYE HONG, JORDAN |
Pattern Recognition and Forecasting from Multiple Financial Time Series Data and News | Graph Analysis of Stock Correlation Networks | KUBEINN: A CLOUD CONTAINER SERVICE PLATFORM |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Tan Jia Le | TAN JIAN WEI | Tan Rui Ming Raymond |
3D Human Modelling | Augmented Reality Hologram | Crowd Monitoring using Deep Learning |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Tan Si En | Tan Yan Xian Raynold | Tan Zhi Yang |
Improvements to SLAM Architecture on Embedded Systems | Interactive Virtual 3D Port | Speech Emotion Recognition Using WaveNet |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Tchen Jee Ern | Tekwani Puneet | Teo Wei Jie |
DEVELOPMENT OF NOVEL ATTENTION CALIBRATION PROTOCOLS FOR EEG-BASED BCI SYSTEM | GEMM-eMFIS(FRI/E): A General Episodic Memory Mechanism for Neuro-Fuzzy Networks | Elderly Lost & Found System |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Toh Kwan How Raymond | Trinh Tuan Dung | Wang Guan Zhi, Leonard |
Music Generation with Deep Learning Techniques | Interactive Course Materials Using Multi-Touch Interfaces | An In-Depth Study of Software Library Upgrade Dependency Issues |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Wang Xiaoyu | Wang Ying | WANG ZIJIAN |
Multi-Agent Path Finding | Privacy-Preserving Federated Learning (I) | Real-Time Arbitrary Style Transfer via Deep Learning |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Wong Wan Ting | Wong Yeow Ping Melvin | WU WENXUAN |
Eliminating food waste through technology - for restaurants and cafes | Computer-assisted physical rehabilitation system for post stroke finger grasp exercises | Applying Attention Mechanisms in Boolean Satisfiability Neural Solvers |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | ![]() |
Yang Jingyi | Yee Wei Min | Yeo Kok Leong Desmond |
Travel Time Estimation on Road Networks: Effective Embedding and Traffic Condition Representation Learning | Web Application Development on Supply Chain Data Visualization | Offline Web Subtitle Editor |
View Video Here | View Video Here | View Video Here |
![]() | ![]() | |
YEO LAI XIANG, LEON | Zeng Yanxi | |
Dynamic Portfolio Management with Lag-Optimised Trading Indicator using SeroFAM and Genetic Algorithm | Feature Selection on Transcriptome Data for Identification of Novel Biomarkers for Bipolar Disorder | |
View Video Here | View Video Here |