Exercise

Conduct an extensive and thorough survey related to your task.

1. Assemble your team members.

2. Survey recent papers relevant to your task, categorizing them based on criteria such as task, methodology, data, etc.

3. For each paper, provide a concise overview of the main approach, highlighting its strengths and weaknesses.

4. Explain how your work is distinguished from the existing works, emphasizing the advantages and unique contributions of your approach.

5. Make slides summarizing the above analysis for a short presentation (one per group) and submit them to [Assignments → Exercises → 3.2. Exercise] in Canvas.

A practical way of finding relevant papers is to start with one recent paper, collect the state-of-the-art papers cited in the paper (usually found in the Experiment section), branch out to those cited papers, and repeat this process recursively.