Schedule (CAP6411 – Fall 2022)
| Date | Paper | Note |
|---|---|---|
| 8/23/22 | Course Introduction | session1 |
| 8/25/22 | Groups finalized, Topic presentation 1: Neural network compression techniques | session2 |
| 8/30/22 | Kaggle Competition 1: House Prices -Advanced Regression Techniques, Topic presentation 2: Knowledge Distillation | session3 |
| 9/1/22 | Game day | |
| 9/6/22 | Student presentations about Competition 1 | Linear regression with ridge regularization (Sadiyah Bhuria) Lasso regression (Moazam Soomro) Gradient boosting (Joseph Rivera) Random forest (Fernando Trevino Ramirez) |
| 9/8/22 | Topic presentation 3: Introducing NVIDIA Xavier and TensorRT | session5 |
| 9/13/22 | Xavier project 1 : Video object detection system/Topic presentation 4: Introducing Lidar | session6 |
| 9/15/22 | Kaggle Competition 2: Natural Language Processing with Disaster Tweets/ Kaggle Competition 1 due/ Topic presentation 5: Diffusion models | |
| 9/20/22 | Student presentations about Competition 2 | TFIDF: Stephanie Gonzalez Word2Vec: Gregory Ratz BERT and ROBERTA: Ryan Glaspy and Sarinda Samarasinghe |
| 9/22/22 | Topic presentation 6: Object detection methods/ Student presentations about successful solutions (competition 1) | |
| 9/27/22 | Xavier project progress report | |
| 9/29/22 | Topic presentation 7: Self-supervised learning | |
| 10/4/22 | Kaggle Competition 3: Google Universal Image Embedding/ Kaggle Competition 2 due/ Topic presentation 8 | |
| 10/6/22 | Student presentations about Competition 3 | |
| 10/11/22 | Topic presentation 9: Normalizing flows | |
| 10/13/22 | Student presentations about successful solutions (competition 2) | |
| 10/18/22 | Xavier project 1 ends - Xavier project 2: Video anomaly detection | |
| 10/20//22 | Kaggle Competition 4/ Kaggle Competition 3 due/ Topic presentation 10 | |
| 10/25/22 | Student presentations about Competition 4 | |
| 10/27/22 | Topic presentation 11: Metric learning | |
| 11/1/22 | Student presentations about successful solutions (competition 3) | |
| 1/3/22 | Xavier project progress report | |
| 11/8/22 | Kaggle Competition 5/ Kaggle Competition 4 due/ Topic presentation 12 | |
| 11/10/22 | Student presentations about Competition 5 | |
| 11/15/22 | Topic presentation 13 | |
| 11/17/22 | Student presentations about successful solutions ( competition 4) | |
| 11/22/22 | Xavier project 2 ends/Kaggle Competition 5 due | |
| 11/24/22 | Thanksgiving | |
| 11/29/22 | Topic presentation 14 | |
| 12/1/22 | Student presentations about successful solutions (competition 5) |