Understanding Complex-Valued AI
Date:
This section contains a series of SPAI Group's expositions (or resources) that focus on Understanding Complex-valued AI.
| Title | Speaker(s) | Resources |
|---|---|---|
| Introduction | ||
| Introduction to AI | Prof. Mahesh Mohan M R (external talk) | [Slides] [Code] [Certificate] |
| Introduction to Complex-valued AI | Arjun Singh (B-Tech) | [Slides] |
| Building Blocks of AI | ||
| An Overview of Neural Network Layers - Part 1 | Sayan Ghosh (B-Tech) | [Slides] |
| An Overview of Neural Network Layers - Part 2 | Arjun Singh (B-Tech) | [Slides] |
| An Overview of Loss Functions | Ashmit A Raj (B-Tech) | [Slides] |
| Optimization and Convergence | ||
| On Optimizing Complex-valued Neural Network | Amara Datta Dola (MSc) | [Slides] |
Related Publications
- Deep Dynamic Scene Deblurring for Unconstrained Dual-lens Cameras; Mahesh Mohan M. R., G K Nithin, and A. N. Rajagopalan; IEEE Transactions on Image Processing, 2021 paper / bib