Reading Assignment #2
Due Date: 23:59
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Late Policy
- Each student will have up to 5 days of grace that can be used for any homework in whatever way without a penalty. For example, you can use all of the 5 days for the first homework assignment, or split into 2 and 3 days to use for the first and the second assignments, respectively. After the 5 grace days have been used up, there will be no additional extensions; 50% will be deducted 1 day after a due date, and no points will be given after 2 days.
- There won't be any extensions for final project presentation and report.
Please read at least one paper from each paper group. For each paper you read, submit brief answers for the following:
- The title of the paper
- Problem definition
- Technical challenges
- Summary of approach/main ideas
- Evaluation methods and results
- Identify limitations. How would you change the approach to improve?
- Discussion points
Paper group 1:
- Brooks, T., Holynski, A., & Efros, A. A. (2023). Instructpix2pix: Learning to follow image editing instructions. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 18392-18402).ArXiv
- Liu, Haotian, et al. Visual instruction tuning. arXiv preprint arXiv:2304.08485 (2023).ArXiv
Paper group 2:
- Kirillov, Alexander, et al. Segment anything. arXiv preprint arXiv:2304.02643 (2023). ArXiv