RIT on Deep Learning Archives for Fall 2021 to Spring 2022

Neural Networks: An overview

When: Tue, September 28, 2021 - 4:00pm
Where: Online
Speaker: Wojciech Czaja (UMD) -
Abstract: Zoom meeting # 930 6664 2791

An Overview of Convolutional Neural Networks

When: Tue, October 5, 2021 - 4:00pm
Where: Online
Speaker: Renata Valieva (UMD) -
Abstract: Meeting ID: 930 6664 2791

Meeting Passcode: DLRIT

An Introduction to Deep Learning

When: Tue, October 12, 2021 - 4:00pm
Where: Online
Speaker: Avi Schwarzshild (UMD) -
Abstract: Meeting ID: 930 6664 2791
Passcode: DLRIT

Training a Neural Network

When: Tue, October 26, 2021 - 4:00pm
Where: Online
Speaker: Jiaxing Liang (UMD) -
Abstract: Meeting ID: 930 6664 2791
Meeting Passcode: DLRIT

Directly Obtaining Private Data in Federated Learning with Modified Models

When: Tue, November 9, 2021 - 4:00pm
Where: Online
Speaker: Liam Fowl (UMD) -
Abstract: Meeting ID: 930 6664 2791
Passcode: DLRIT

On SPECTRALNET: SPECTRAL CLUSTERING USING DEEP NEURAL NETWORKS

When: Tue, November 23, 2021 - 4:00pm
Where: Online
Speaker: Shashank Sule (UMD) -
Abstract: Join Zoom Meeting
https://umd.zoom.us/j/93066642791?pwd=bC9vcUQyTXUrdjdkWkJJbmgwRnd4QT09

Meeting ID: 930 6664 2791
Passcode: DLRIT

Theory-to-Practice Gap in Deep Learning

When: Tue, November 30, 2021 - 4:00pm
Where: Online
Speaker: Gabriel Villaroubi (UMD) -
Abstract: Join Zoom Meeting
https://umd.zoom.us/j/93066642791?pwd=bC9vcUQyTXUrdjdkWkJJbmgwRnd4QT09

Meeting ID: 930 6664 2791
Passcode: DLRIT

Neural network interpretation using descrambler groups

When: Tue, February 8, 2022 - 4:00pm
Where: Online
Speaker: Shashank Sule (UMD) -
Abstract: Join Zoom Meeting
https://umd.zoom.us/j/94181824001

Meeting ID: 941 8182 4001

Exact expressions for double descent and implicit regularization via surrogate random design

When: Tue, March 8, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: AlFahad AlQadhi (AMSC) -

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

When: Tue, March 15, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Max Springer (AMSC) -

Revisiting Edge Detection in Convolutional Neural Networks

When: Tue, March 29, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Sanghoon Na (MATH) -

Nonlinear random matrix theory for deep learning

When: Tue, April 12, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Sanghoon Na (MATH) -

Highly accurate protein structure prediction with AlphaFold

When: Tue, April 19, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Max Springer (AMSC) -

Attention is all You Need

When: Tue, April 26, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Al Fahad Al Qadhi (AMSC) -

Error bounds for approximations with deep ReLU neural networks in W s,p norms

When: Tue, May 3, 2022 - 4:00pm
Where: https://umd.zoom.us/j/94181824001
Speaker: Gabriel Vilarrubi (AMSC) -