ManifoldRG/Active-Project-Knowledgebase

Notes and materials for Active Manifold Computing projects.

Active-Projects-Knowledgebase

Notes and materials for Active Manifold Computing projects. This repo will contain the relevant reading material for the all active projects.

Current Active Projects

1. DP-NAS: Applying different algortithms from differential privacy to architecture generation approaches.
2. LSMN-Prototype: Initial empirical exploration and preliminary implementations of approaches to build LSMNs.
3. LSMN-Theory: Theoretical validation for Neural Composer, an initial general approach to the scalable generation of interpretable LSMNs.
4. ML-for-Finance: Applying recent breakthroughs in Deep and Reinforcement Learning to problems in finance including equities prediction.
5. DP-Medical-Images: Applying different algorithms from differential privacy to medical image problems, serving as a useful benchmark for the community.
6. Virtual-Green-Screen: Extending state of the art methods in background matting and other CV methods to build a better virtual greenscreen.
7. Satellite-ADC: Creating coordination among satellite clusters for scientific or industrial tasks using multi-agent learning methods.

Organization overview

The folders are seperated based on topic. Each topic will have relevant research papers and reading material. Each paper will have a summary for quick reading.

Folder Structure

- project-1
    - topic-1
        - paper-1
            - original-paper
            - paper-summary
        .
        .
        - paper-n

    .
    .
    .

    - topic-n
        - paper-1
                - original-paper
                - paper-summary
            .
            .
            - paper-n
.
.
.
- project-n