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public:learning2025

Reading/Learning seminars in 2025

First (Spring) semester

Schedule

  • Time: 1:15 - 4:30 pm, every Monday
  • Dates: TBD
  • Room: TBD

Project-Based Learning Initiative: Guidelines and Instructions

This initiative aims to learn with hands-on, collaborative projects that allow one to explore advanced concepts in Graph Learning, Image Processing, and related. Here are the detailed guidelines and instructions to ensure a project is well-structured and aligns with the initiative's goals.

1. Group Structure

Total Members: ? students, divided into ?o specialized groups.

Group A: students focusing on Graph Learning

Group B: students focusing on Image Processing.

2. Objective

The primary objective is to foster a shift from passive learning to active project-based learning. This approach enables you to:

  • Deepen theoretical understanding through practical application.
  • Engage in projects that align with your research focus area.

3. Project Selection

Criteria for Project Selection:

  • Relevance to the group’s specific focus area (Graph Learning or Image Processing).
  • Should address a significant problem or explore an innovative concept.
  • Feasible to complete within a semester.

Example Project Idea: ???.

4. Project Execution

Timeline: Projects must be completed within one semester.

Collaboration Platform: Use GitHub for version control

Roles of All Members:

  • Research relevant papers and source code.
  • Contribute to the project’s codebase, documentation, and other materials on GitHub.
  • Participate in weekly meetings to discuss progress and address challenges.

Individual Responsibilities:

Literature Review: Each member is assigned specific resources to review and present summaries.

Code Implementation: Members focus on different modules or features to ensure full project coverage.

5. Expected Outcomes

Minimum Outcome: Successful replication of a recent research paper to code implementation.

Desired Outcomes (If possible):

Potential publication of robust and novel results in academic journals or conferences.

6. Benefits of Project-Based Learning

After completion:

  • Enhance coding and project management skills.
  • Develop critical thinking and problem-solving abilities through real-world applications.
  • Build a portfolio on GitHub to showcase skills to potential employers.
  • Demonstrate teamwork and collaborative skills.

Resilience in Outcomes:

  • Even if the project is not publishable, it serves as a valuable addition to your professional portfolio.

7. Project Management and Evaluation

Progress Tracking: Use GitHub Issues and Projects to manage tasks, milestones, and deadlines.

Regular Check-ins: Weekly meetings for updates, insights, and problem resolution.

Final Presentation: At the semester's end, present the project outcomes, highlighting achievements, challenges, and lessons learned.

Thank you. Enjoy Learning

public/learning2025.txt · Last modified: 2025/02/21 10:55 by liang