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Project Proposal

Paper presentation

Date Name Paper number Title Link to the paper Link to the summary Link to the video
Sep 15 (example) Ri Wang Sequence to sequence learning with neural networks. Paper Summary [1]
Week of Nov 16 Ali Ghodsi
Week of Nov 22 Jared Feng, Xipeng Huang, Mingwei Xu, Tingzhou Yu Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification Paper Summary
Week of Nov 29 Kanika Chopra, Yush Rajcoomar Automatic Bank Fraud Detection Using Support Vector Machines Paper Summary
Week of Nov 22 Zeng Mingde, Lin Xiaoyu, Fan Joshua, Rao Chen Min Do Vision Transformers See Like Convolutional Neural Networks? Paper Summary
Week of Nov 22 Justin D'Astous, Waqas Hamed, Stefan Vladusic, Ethan O'Farrell A Probabilistic Approach to Neural Network Pruning Paper Summary
Week of Nov 22 Cassandra Wong, Anastasiia Livochka, Maryam Yalsavar, David Evans Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification Paper Summary
Week of Nov 29 Jessie Man Wai Chin, Yi Lin Ooi, Yaqi Shi, Shwen Lyng Ngew CatBoost: unbiased boosting with categorical features Paper Summary
Week of Nov 29 Eric Anderson, Chengzhi Wang, Kai Zhong, YiJing Zhou Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks Paper Summary
Week of Nov 29 Ethan Cyrenne, Dieu Hoa Nguyen, Mary Jane Sin, Carolyn Wang Deep Residual Learning for Image Recognition Paper Summary
Week of Nov 29 Bowen Zhang, Tyler Magnus Verhaar, Sam Senko Deep Double Descent: Where Bigger Models and More Data Hurt Paper Summary
Week of Nov 29 Chun Waan Loke, Peter Chong, Clarice Osmond, Zhilong Li XGBoost: A Scalable Tree Boosting System Paper Summary
Week of Nov 22 Ann Gie Wong, Curtis Li, Hannah Kerr The Detection of Black Ice Accidents for Preventative Automated Vehicles Using Convolutional Neural Networks Paper Summary
Week of Nov 22 Yuwei Liu, Daniel Mao Depthwise Convolution Is All You Need for Learning Multiple Visual Domains Paper Summary
Week of Nov 29 Lingshan Wang, Yifan Li, Ziyi Liu Deep Learning for Extreme Multi-label Text Classification Paper Summary
Week of Nov 29 Kar Lok Ng, Muhan (Iris) Li Robust Imitation Learning from Noisy Demonstrations Paper Summary
Week of Nov 29 Kun Wang Convolutional neural network for diagnosis of viral pneumonia and COVID-19 alike diseases Paper Summary
Week of Nov 29 Egemen Guray Traffic Sign Recognition System (TSRS): SVM and Convolutional Neural Network Paper Summary
Week of Nov 29 Bsodjahi Bayesian Network as a Decision Tool for Predicting ALS Disease Paper Summary
Week of Nov 29 Xin Yan, Yishu Duan, Xibei Di Predicting Hurricane Trajectories Using a Recurrent Neural Network Paper Summary
Week of Nov 29 Ankitha Anugu, Yushan Chen, Yuying Huang A Game Theoretic Approach to Class-wise Selective Rationalization Paper Summary
Week of Nov 29 Aavinash Syamala, Dilmeet Malhi, Sohan Islam, Vansh Joshi Research on Multiple Classification Based on Improved SVM Algorithm for Balanced Binary Decision Tree Paper Summary
Week of Nov 29 Christian Mitrache, Alexandra Mossman, Jessica Saini, Aaron Renggli U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging [2] [3]
Week of Nov 29 Junbin Pan Wide & Deep Learning for Recommender Systems Paper Summary