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Technovation 2022
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| Aaron Tay Han Yen | Benjamin Toh Junhao | Cai Zixin |
| Perception of Decision and Advice Bias in Ethical Problems | VR Chemistry | PoseBuddy: Workout Platform with MoveNet |
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| Chan Si Min, Rachel | Chia Jia Tian | Chua Hao En, Ivan |
| Anomaly Detection in Time Series Data using Transformer | Educational simulator For analysing Pipelined LEGv8 architecture | Comparison of Different Optical Flow Methods on Optical Flow Based Out-of-Distribution Detection |
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| Delon Lim | Ding Si Han | Dongwoo Han |
| Metaverse Real Estate VR Real Estate VR platform | Paint-Your-Mind I: Photorealistic Image Creation from Painting by Concept | Modeling Contact Network and Viral Transmission in Singapore |
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| Evan Lim Cheng Yi | Foo Jing Ting | Glenda Hong Zixuan |
| AI Based Game Design and Control Using Brain Signals | Designing an Affective Robot Pet Companion | Singapore-Based Urban Knowledge Graph with Site Selection Application |
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| Goh Jun Le | Huang Shaohang | Isaac Soh Wei Yang |
| Service mesh – Enhancing the resiliency, security, observability and availability of the live stream ASR cloud deployment | Analysis of Smart Contract Development Platforms | Quantifying reputation and success of data scientists |
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| Khairuddin Bin Ali | Lee Jun Wei | Lee Yi Hui Rachel |
| Visualizations for Computer Graphics Concepts | Full-stack Web Development for Auto-Assessment Platform | Danger Detection App For Visually Impaired People |
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| Lim Xing Zhi | Luke Chow | Malcolm Pang Qing Han |
| Smart Contract Applications for Web Devices | Simulation Based Optimisation on the Cloud | Developing AI Attacks/Defenses |
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| Muhammad Zufiqqar Bin Jamal | Ngu Leong Keng | Peng Pang Boon, Alex |
| Finding Best Peaceful and Quiet Places through a Reliable Crowdsourced Application | Touch-based Percussion System using multiple Multi-touch Devices | AutoAssessment Platform Development With Plagiarism Detection Algorithm |
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| Poh Kai Kiat | Ramaswamy Arumugam | Samantha Tan Swee Yun |
| GitOps in Kubernetes clusters | RL for Swarm Systems | Named Entity Recognition for Information Extraction |
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| Shaan Aryaman | Shang Ziyuan | Shen Li Qin |
| Algorithm Design for Resource Management of Time Critical Applications in an Edge-Cloud Architecture | Measuring Energy Consumption at Method Level for Deep Learning Frameworks | A Distributed Deep Learning-driven Edge Caching Strategy |
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| Samuel Tan | Tan Huiying Valerie | Tan Jun Han |
| Brain Game based on attention detection | Blockchain for RegTech: Streamlining Know Your Customer (KYC) Pipelines | Lightweight Surveillance Systems on Embedded Domains |
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| Tng Jun Wei | Toh Jun Wei | Wong Wee Meng |
| World Model with PSR Components | Vision Based Tangible Maths Tutor | Music From The Air - Digital Theremin |
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| Ye Ruiyi | Yeong Ler Yuen Joash | Yew Jun Xuan |
| Realtime Earthquake Visualization and Interactive Analysis | Adversarial Patch Detection | Example Searcher - Web Development for Spatial Query via Examples |
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| Agarwal Hitesh | Ahmad Jazli Bin Abdul Razak | |
| Decentralized Federated Learning | Evaluating the Similarity of Poses between two Video Footages using Pose Estimation | |
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| Aleem Siddique Bin Abdul Jamal | Angshuk Dutta | Arora Manav |
| ICM Buddy - Zoom/Focus Assist Tool | CausalQA: A Causal Framework for Question Answering | Deep Learning for Computer Chess (Part 1) |
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| Bansal Aditya | Beh Wei Feng | Bhatia Ritik |
| Neural Network Compression Techniques for Out-of-Distribution Detection | Displaying curves, surfaces and solid objects in Unity 3D system | Software-aided disaster risk management with Geolytics.AI |
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| Calvin Hong Wen Kit
| Chan De Ming | Chang Chuan Hong |
| Artificial Intelligence Based Analysis and Game Control using Brain Signals | Object Detection Model of interior housing object for Construction Company | Neural Architecture Search |
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| Chavalit Pramotedham | Chew Kit Waye Andrel | Chew Zhi Kang |
| Facilitating Gamified Lower-Extremity Rehabilitation Through Novel VR MI-BCI System | Personality Recognition From Text Based on the MBTI Model | Intelligent Robotic Navigation as a child companion |
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| Chia Wei Qi, Belinda | Chia Yi You | Chien Yong Qiang |
| A Pipelined Educational Simulator for The ARM Processor | Adversarial Attacks on Autonomous Vehicles | VR Climate Change Awareness |
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| Chua Chiah Soon | Chua Kok Liang | Clarita Chua Wyn Kay |
| A System For Research Data Governance | Interactive Musical and Visual System | BERT Named Entity Recognition on Emergency Response System |
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| Deng Jinyang | Dou Maokang | Ee Yong Wei Winson |
| Automatic Recognition of Facial Expressions | A New Library for Incremental Computation | EEG-Based Mental State Recognition For Arousal Self-Regulation System |
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| Er Jun Jia | Fatin Farihah Binte Miswan | Foo Chuan Sheng |
| Capture The Flag Challenge Design and Implementation | Interactive 3D Port Terminal Using Unity3D | Optimizing Query Execution In Large Differential Factbase |
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| Grace Mok Jie Qi | ||
| Climate Change VR | ||
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| Guo Wanyao | Gupta Jay | Hoang Xuan Tung |
| Improving Model Robustness with Adversarial Regularization for Image Classification | Skin Cancer Detection with Deep Learning | Designing dynamic multi-touch interaction for games with realistic physics-based animation |
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| Hong Zeyi | Ian Poar Chye An | Iyer Rajagopal Mahadevan |
| Snap Assist New Ver1.0 (ESP32 TTGO) | Building a Compiler - A contribution to the CZ3007 Compiler Techniques Lab Project | Demonstration of Attacks on SSL-TLS Protocols |
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| Janakiraman Simrita | Jeremy Book Kay Yip | Jeremy Lee Kian Kiat |
| The discovery of novel biomarkers using multivariate modelling in Major depressive disorder | Support Vector Fuzzy Parallel System (SVFPS) integrated with portfolio management strategy | Neural Image and Video Captioning |
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| Jin Chengkai
| Jordan Tan Rei Yao | Jose Jeswin |
| Machine Learning: Model Compression Techniques and Deployment on Android Platform | Time Expression and Named Entity Recognition for Sentiment Analysis | Analysis of PX4 Software & Development of Drone Applications |
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| Joshua Lee Jun Xiang | Kang Xinhui | Kanodia Ritwik |
| Docker and Kubernetes – Enhance the securities of the live-stream ASR system deployment in the cloud | Smart Object Counter | Towards Out-of-Distribution Detection for Object Detection Networks |
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| Kenny Voo Tze Rung | Khendry Nishka | Kiran Mac Milin |
| Delving into High Quality Synthetic Face Occlusion Segmentation Datasets | An Affective BCI System with Music in an Immersive Environment | Detecting Polarity and Concepts of Climate Change Tweets using SenticNet |
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| Koh Luo Hao | Koh Swee Sen | Koh Tong Liang |
| Intelligent Mobile Augmented Reality Application | Developing a mobile-first educational tool for university students | Be a Cartoonist: Editing Anime Images using Generative Adversarial Network |
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| Kumar Vembu Swathi | Lee Kai Shern | Lee Zhen Wei |
| Machine Learning for Attacking Gesture-Based Phone Unlocking | Deploying ASR System for Scalability and Robustness on AWS | Meta-Earth: An extensible narrative driven virtual earth visualization of the adverse effects of climate change in an 3D immersive VR environment |
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| Leong Jing Wen | Leow Wei Thou, Samuel | Li Zhaonian |
| Remote Sensing and Verification of Forest Growth | Visualization Software for Computer Game Concepts | A Blockchain-Based Deep Learning Optimal Auction Platform |
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| Lim Chee Yuan | ||
| Fuzzy Embedded Gated Recurrent Unit Systems with Application in Stock Trading | ||
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| Lim Sheng Zhe | Lim You Rong | Lin Yuling |
| Face super-resolution with large pose variation | Learning Transferable Skills in Complex 3D Scenarios via Deep Reinforcement Learning | Game for Learning II |
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| Low Shi Min | Maskil Bin Masjuri | Michael Seet Boon Hock |
| AI for Human Computer Interaction | Visualization Software for Computer Graphics Concepts: 3D Transformation | Carpark Adviser (Mobile App) |
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| Mittal Madhav | Muhamad Fazirul Bin Hanafe | Mukherjee Mitali Nirmallya |
| React Based Web-Application for Stock Price Forecasting with a Novel Stacking Algorithm | Simulating Distributed Consensus Algorithm Among Applications In CloudSim Plus | 3D Multi-Modality Medical Image Registration with Synthetic Image Augmentation using CycleGAN |
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| Mundhra Divyesh | Ng Wen Jie Werner | Ng Zhi Yu |
| Deep learning and Reinforcement learning for trading financial assets | Car Park Adviser (Web App) | Free-form deformation of solid geometric models |
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| Nguyen Tien Nhan | Nicholas Yeo Ming Jie | Nickson Ng |
| Sequential Recommendation for Canteen Food Recommendations in NTU | An In-Depth Study of Software Library Upgrade Dependency Issues | Serious Virtual Reality Game - ArcadeVR |
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| Nicole Kan Hui Lin | Ong Jun Sen | Ong Wei Xuan, Justin |
| Evolving Data-driven Interpretable Fuzzy Deep Neural Network (IFDNN) with applications in algorithmic finance | Apps for the Raspberry Pi 3 / 4 HQ Camera Module | Designing a Data Capture Module for Texas Instruments’s mmWave Radar Sensors |
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| Ooi Min Hui | Pang Jin Hui | Pham Nguyen Minh Thu |
| Hybrid Deep Neural Network and Deep Reinforcement Learning for Algorithmic Finance | Small Footprint Model For Noisy Far-field Keyword Spotting | Event Detection for Biomedical Text |
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| Pham Tan Anh Khoa | Phoe Chuan Bin | Phoebe Zhou Huixin |
| BlockFL: Blockchain-enabled decentralized Federated Learning and model trading | AI for Finance | Automated Image Quality Assessment and its Applications in Computer Vision |
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| Raymond Hartono | Reenashini Rajendran | Rohan Gautam
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| Fuzzy-Embedded Deep Neural Network System (With its Application in Stock Trading) | Privacy-Preserving Knowledge Graph Merging | 3D surface analysis of coral microatolls |
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| Sailesh Gobindram Thadani | ||
| Spatiotemporal pattern analysis of soccer player trajectories | ||
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| Seah Wei Hong | Siek Ming Kang | Spriha Bankata Mishra |
| ROBOTICS IN ASSISTED ELDERCARE TO MAINTAIN MENTAL AND EMOTIONAL WELLBEING OF OLDER ADULTS | Fuzzy C-Means Long Short-Term Memory (FCMLSTM) with application in Exchange-Traded Funds (ETFs) | ILLNESS AS METAPHOR IN NEWS ARTICLES: AN APPLICATION OF METAPHOR DETECTION |
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| Surya Paryanta Pattra | Swa Ju Xiang | Tammy Lim Lee Xin |
| Towards Interpretable & Robust Face Recognition | SingTourX: An Indoor Positioning and Route Mapping Application | Fuzzy-Embedded Long Short-Term Memory (FE-LSTM) System with Application in Stock Trading |
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| Tan Boon Hing | Tan Hao Jie | Tan Hui Zhan |
| Software development for digital Chinese medicine tongue diagnosis | An Augmented Reality System for Guitar Chord Learning | Web-based speech recognition platform |
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| Tan Ke Xiang | Tan Kwok How | Tan Teck Heng, Eugene |
| Privacy of Blockchain-enabled Internet of Vehicles | Capture The Flag Challenge Design and Implementation (Part 2) | Data analysis and visualization |
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| Tan Zhi Yong | Tan Zi Yong Nicholas | Tang Zhengtian |
| LightStick V2 (Raspberry Pi Pico) | SnapAssist v4 Apps | Full stack mobile application for 3D modeling |
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| Terence Andre | Tran Anh Tai | Vaish Arjun |
| Adaptive Pathfinding and Utility AI Implementation for a Tower Defense Game | MAPF Visualizer | Machine Learning for Asset Wealth Management |
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| Vincent Ribli | Wang Jingtan | Wong Xiaoqing |
| Overparameterisation for Single and Multi-Task Learning | Sentic Computing for Social Good: Sentiment Analysis on Toxic Comment | Deep Learning for Detection of Depression by Combining Audio and Visual Images |
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| Wong Ying | Wu Yilin | Yang Shenghao |
| Fuzzy Adaptive Learning Control Network with Policy and Another Adaptive Resonance Theory (FALCON-PAART) Embedded Deep Structure with applications in Stock Market Prediction and Analysis | Fuzzy-Embedded Long Short-Term Memory (FE-LSTM) System and its Applications in Forex Trading | Running CNN efficiently on a FPGA |
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| Yew Wei Chee | Zhang HengKai | Zhang Xijue |
| Semi-supervised Learning of Functional Connectome for Disease Classification | Mesh R-CNN++ for 3D Mesh Generation: From Single to Multiple Views | Towards Superior Control in Automatic Face Editing with Generative Adversarial Networks- |
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| Zhang Xinyi | Zheng Zhenkai | |
| GDCEngine: An End-to-End Machine Learning Engine for Green Data Center Control Optimization with Digital Twins | Towards Robust Monocular Depth Estimation in the Wild | |
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