Image and Signal Analysis Journal Club
Fall 2023 – Spring 2024
This seminar is organized by Dr. Cao. If you have questions about this seminar please contact Dr. Yan Cao. The members include both graduate and undergraduate students. Each week one of the students presents a paper in the field of image and signal analysis of his/her interest. The chosen paper will be announced prior to the meeting. The goal of the journal club is to introduce graduate and undergraduate students to image and signal analysis research and create an open venue for friendly but lively scientific discussion.
In spring 2024, the journal club meets on Tuesdays at 10:00-10:50 am via Teams. In fall 2023, the journal club meets on Tuesdays at 12:00-12:50 pm at SCI 3.270. We plan to go over the following book during the journal club in fall 2023 and spring 2024. One of the students will present a chapter from the book each week.
Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville
https://www.deeplearningbook.org/
| Date | Speaker | Title | Paper |
| Sept. 5, 2023 | Organization meeting | ||
| Sept. 12, 2023 | Aprajita Singh | Linear Algebra I | Chapter 2 (2.1-2.6) |
| Sept. 19, 2023 | Aprajita Singh | Linear Algebra II | Chapter 2 (2.7-2.12) |
| Sept. 26, 2023 | Aprajita Singh / Soham Sarkar | Linear Algebra III / Probability and Information Theory I | Chapter 2/ Chapter 3 |
| Oct. 3, 2023 | Soham Sarkar | Probability and Information Theory II | Chapter 3 |
| Oct. 17, 2023 | Soham Sarkar | Probability and Information Theory III | Chapter 3 |
| Nov 7, 2023 | Richik, Das | Numerical Computation | Chapter 4 |
| Nov. 14, 2023 | Richa Rawat | Machine Learning Basics I | Chapter 5 |
| Feb. 6, 2024 | Richa Rawat | Machine Learning Basics II | Chapter 5 |
| Feb. 20, 2024 | Esau Hervert Hernandez | Deep Feedforward Networks I | Chapter 6 |
| Feb. 27, 2024 | Esau Hervert Hernandez | Deep Feedforward Networks II | Chapter 6 |
| March 5, 2024 | Esau Hervert Hernandez | Deep Feedforward Networks III | Chapter 6 |
| March 19, 2024 | Esau Hervert Hernandez | Deep Feedforward Networks VI | Chapter 6 |
| March 26, 2024 | Esau Hervert Hernandez | Deep Feedforward Networks V | Chapter 6 |
| April 2, 2024 | Aprajita Singh | Ordinal Pattern Based Time Series Analysis | |
| April 16, 2024 | Richik Das | Regularization for Deep Learning | Chapter 7 |