HW2: Research Areas
This assignment aims to deepen your understanding of a specific AI research area by:
Analyzing recent conference proceedings
Identifying current trends
Exploring state-of-the-art approaches
This preparation will enable you to contribute meaningfully to discussions and collaborative activities related to the in-class exercise in the section.
Choose one research area from the page.
Explore at least three top-tier conferences relevant to your chosen area.
Analyze the proceedings from the most recent editions of these conferences (past 3 years), focusing on keynote speeches, best paper awards, workshops and tutorials, and top-cited papers (if available).
Prepare a comprehensive report (1000-1500 words) that includes:
Your analysis of recent conference proceedings (Task 3)
Summary of major trends, state-of-the-art approaches, and challenges (Task 4)
Task 3: Conference Analysis (1 points): Does the analysis effectively cover the key aspects of the selected conferences?
Task 4: Trends and Methods (1 points): Are the major trends, approaches, and challenges clearly identified and accurately summarized?
Task 5: Paper Review (0.5 points): Does the review provide a clear and concise summary of the selected paper?