CS2770: Computer Vision, Spring 2025

Location (class): IS 405
Class time: Monday and Wednesday, 9:30am - 10:45am
Instructor: Nils Murrugarra (email: nem177 AT pitt DOT edu; use “[CS 2770]” at the beginning of the subject line)
Instructor’s office hours: Mon 11am - 1pm and Tue 9am-11am
Instructor’s office: Sennott Square 5419
TA: Cagri Gungor ( cagri.gungor AT pitt DOT edu )
TA’s office hours: Wed 12-2 pm @ zoom, Th 4-5pm @ SENSQ 5501
Canvas: used for announcements and assignment submission

Schedule

Date	Chapter	Slides	Homework
01/08	Intro	Intro_course [pdf] [pptx] Supp: Linear_algebra [pdf] [pptx]
01/13		Intro_cv [pdf] [pptx]
01/15	Low-level Vision	Filters and Texture [pdf] [pptx]
01/20		No Class
01/22		Filters and Texture
01/27		Features [pdf] [pptx]	A1 on canvas
01/29		Grouping [pdf] [pptx]
02/03	High-level Vision	Intro to Recognition [pdf] [pptx]
02/05		Intro to Recognition
02/10		Convolutional Neural Networks [pdf] [pptx]	A2 on canvas
02/12		Convolutional Neural Networks
02/17		Convolutional Neural Networks
02/19		Object Recognition and Image Segmentation [pdf] [pptx]
02/24		Exam 1
02/26		No Class. Please, work on your project proposal and assignments.
03/03		No Class. Spring Break.
03/05		No Class. Spring Break.
03/10		Object Recognition and Image Segmentation
03/12		Object Recognition and Image Segmentation	A3 on canvas
03/17		Sequential Data [pdf] [pptx]
03/19		Sequential Data
03/24		Sequential Data
03/26		Generative Models [pdf] [pptx]	A4 on canvas
03/31		Project Development
04/02		Generative Models
04/07		Conditional Generative Models [pdf] [pptx]
04/09		Conditional Generative Models	A5 on canvas
04/14		Large Language Models [pdf] [pptx]
04/16		Multimodal Large Language Models [pdf] [pptx]
04/21		Guest Lecture. Unlocking Compositional Reasoning in Vision-Language Models Paola Cascante-Bonilla, Research Assistant Professor @ Stony Brook University. [pdf]
04/23		Retrieval Augmented Generation (RAG) for LLMs [pdf] [pptx]
04/28		Project Presentations
04/30		Project Presentations