| Group |
Topic |
Authors |
Slides |
Video |
Report |
| 1 |
Inverted Pendulum Simulation using Reinforcement Learning
|
Yuanjun Huang, Po Hsiang Huang
| Slides |
Video |
Report |
| 2 |
SecleGAN: Improvement of the CycleGAN with Segmentation
|
Vince Chen, Jin Wu, Jiayi Luo
| Slides |
Video |
Report |
| 3 |
Face Mask Classification via Deep Learning
|
Benjamin Chang, Joseph Chang, Nikhil Pathak
| Slides |
Video |
Report |
| 4 |
Cassava Leaf Disease Classification
|
Yifan Wu, Jingxiao Tian, Tianshi Feng
| Slides |
Video |
Report |
| 5 |
Heartbeat Sound Classification Using Deep Learning
|
Gabrielle Evaristo, Basar Kutukcu, Nojan Sheyban
| Slides |
Video |
Report |
| 6 |
ALERTWILDFIRE
|
Ryan Beneduce, Ryley Hill, Caleb Schelle
| Slides |
Video |
Report |
| 8 |
Image Inpainting with Generative Adversarial Network
|
Chia-Wei Hsieh, Chin Lee, Hsin-Chien Chang
| Slides |
Video |
Report |
| 9 |
Sign Language Gesture Recognition with Different Light Source
|
Howard Chi, Yu Cheng, Zhaowei Yu
| Slides |
Video |
Report |
| 10 |
Semantic Segmentation for Autonomous Vehicles
|
Samuel Cowin, Jianghong Wan, Vivaswat Suresh
| Slides |
Video |
Report |
| 11 |
Underwater Behavior Classification in Bottlenose dolphins
|
Yu-Mu Chen, Zi-Xiang Xia, Margaret Kawabata
| Slides |
Video |
Report |
| 12 |
Fruit Recognition
|
Chong He, Mingen Li, Entong Su
| Slides |
Video |
Report |
| 13 |
Backdoor attack and defense in image classification
|
Zichao Li, Qiyao Wu, Rongxiang Zhang
| Slides |
Video |
Report |
| 14 |
Inverse Design of a Tunable Silicon Photonic Device using Machine Learning
|
Li-Yuan Chiang, Ya-Chien Chang, and Wei-Ru Lin
|
| 15 |
Australia Next Day Rain Prediction
|
Hamed Mojtahed, Mohammad Zarei, Ehsan Ziae
| Slides |
Video |
Report |
| 16 |
Style Transfer Using VGG
|
Xin Du, Gaotong Wu, Zhuomin Zhang
| Slides |
Video |
Report |
| 17 |
Histopathological Cancer Detection
|
Sayak Kundu, Vaibhav Tiwari, Krish Vadodaria
| Slides |
Video |
Report |
| 18 |
ML Application in electric motor temperature
|
Junxian Qu, Yifan Wang, Zikuan Wang
| Slides |
Video |
Report |
| 19 |
Chest X-ray Classification for Covid-19 detection
|
Chih-Chieh Chien, Cheng-Yu Chen, Yun-Yi Lin
| Slides |
Video |
Report |
| 20 |
Dog Breed Classification
|
Yihan Wang, Zhiwei Huang, Chengkai Jiang
| Slides |
Video |
Report |
| 21 |
Image Captioning with Attention
|
Saurabh Mirani, Eunji Song, Shiladitya Biswas
| Slides |
Video |
Report |
| 22 |
ECG analysis Using Deep Learning
| Raghav Subbaraman, Savitha Srinivasan, Shivani Athavale
| Slides |
Video |
Report |
| 23 |
Embedded Clustering of Seismic Data
| John O’Boyle, Cameron Lewis, Heather Huntley
| Slides |
Video |
Report |
| 24 |
Sign Language Classification using Deep Learning
|
Minting Chen, Tianyi Gao, Xiaoyang Pan
| Slides |
Video |
Report |
| 25 |
Neural Networks for Detecting Image Steganography
|
Arpan Dutta, Tanmay Patil, Zhouyang Li
| Slides |
Video |
Report |
| 26 |
Artificial neural networks for airfoil shape design in the subsonic regime
|
Xiangbei Liu, Marius Ruh and Mingyuan Wu
| Slides |
Video |
Report |
| 27 |
Point Classification on Beach Survey LiDAR Point Clouds
|
Austin Barnes, Raymond Young, Hannah Walker
| Slides |
Video |
Report |
| 28 |
Music Generation with Neural Composer
|
Lynsey Johnson, Sushmitha Kudari, Avinash Mallavarapu
| Slides |
Video |
Report |
| 29 |
Enabling Fast Prediction of Catalytic Material Properties with Graph Neural Networks
|
Alexandria Do, Robert Ramji, David A. Najera
| Slides |
Video |
Report |
| 30 |
Segmentation and classification of individual cell-type based on the distribution of organelle protein patterns
|
Mudit Jain, Shruti Joshi
| Slides |
Video |
Report |
| 31 |
Dense Depth Estimation Using Transformers
|
Linus Grasel, Siyuan Zhu
| Slides |
Video |
Report |
| 32 |
Paired and Unpaired Image-to-Image Translation
|
Gaurav Kumar, Harpreet Singh, Soham Satyadharma
| Slides |
Video |
Report |
| 33 |
HDR Reconstruction by Novel Framework
|
Yen-Ting Huang, Ziyu Lin, Huilin Song
| Slides |
Video |
Report |
| 34 |
Machine Learning for earthquake detection in Oklahoma
|
Xinyu Luo, Xiaoche Wang, I-Lin Yeh
| Slides |
Video |
Report |
| 35 |
Drone Obstacle Avoidance Using NEAT
|
Varun Malik, Kevin Youssef, Kaustubh Lall
| Slides |
Video |
Report |
| 36 |
Validation on Feature Extraction and Neural Network methods for Deep Learning Facial Recognition
|
Ivan Ferrier, Rom Tendencia, Yunzhang Liu
| Slides |
Video |
Report |
| 37 |
Age Prediction using Scalp Electroencephalography and Deep Learning
|
Dung Truong, Yayu Lin, Yijia Yan
| Slides |
Video |
Report |