Welcome to AIL862 - Special Topics in Computer Vision


Instructor

TAs

Sudipan Saha

Pulkit Singal, Kausik Hira

Course Logistics

Lectures : Monday and Thursday 2:00-3:30 pm

Lecture notes will be posted on Moodle.

Course Components and Grading Policy

  • Minors (15%), Major (30%)
  • Assignments (40%)
  • Paper presentation (15%)

Audit Policy
  • 40% of marks and 75% attendance.

Couse Topics

  • Introduction to image analysis and different application areas
  • Different types of supervision
  • Different architectures for classification and semantic segmentation
  • GAN
  • ViT and variants
  • Transformer-based semantic segmentation (excluding SAM)
  • Segment anything model and variants
  • Prompt tuning, task arithmetic
  • Domain adaptation
  • Generative models

Announcements

Please check Moodle.