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CAP6412 2022: Lecture 2 - Advances in Computer Vision Employing Deep Learning
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Classroom Contents
Advanced Computer Vision - Spring 2022
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- 1 CAP6412 2022: Lecture 27 - Final Project Presentations
- 2 CAP6412 2022: Lecture 26 -Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspectic...
- 3 CAP6412 2022: Lecture 25 - Emerging Properties in Self-Supervised Vision Transformers
- 4 CAP6412 2022: Lecture 24 - Project Presentations
- 5 CAP6412 2022: Lecture 23 -Rethinking and Improving Relative Position Encoding for Vision Transformer
- 6 CAP6412 2022: Lecture 22 - Multiview Transformers for Video Recognition
- 7 CAP6412 2022: Lecture 21 - A ConvNet for the 2020s
- 8 CAP6412 2022: Lecture 20 - Intriguing Properties of Vision Transformers
- 9 CAP6412 2022: Lecture 19 - Zero-Shot Text-to-Image Generation
- 10 CAP6412 2022: Lecture 18 - Taming Transformers for High-Resolution Image Synthesis
- 11 CAP6412 2022: Lecture 17b - Project Presentations (continued)
- 12 CAP6412 2022: Lecture 17 - Project Presentations
- 13 CAP6412 2022: Lecture 16 - Perceiver: General Perception with Iterative Attention
- 14 CAP6412 2022: Lecture 15 - Learning Transferable Visual Models From Natural Language Supervision
- 15 CAP6412 2022: Lecture 14 - Deformable DETR: Deformable Transformers for End-to-End Object Detection
- 16 CAP6412 2022: Lecture 13 - End-to-End Object Detection with Transformers
- 17 CAP6412 2022: Lecture 12 - Video Swin Transformer
- 18 CAP6412 2022: Lecture 11 - Project Presentations
- 19 CAP6412 2022: Lecture 10 - Is Space-Time Attention All You Need for Video Understanding?
- 20 CAP6412 2022: Lecture 9 - ViViT: A Video Vision Transformer
- 21 CAP6412 2022: Lecture 8 - Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
- 22 CAP6412 2022: Lecture 7 -Training data-efficient image transformers & distillation through attention
- 23 CAP6412 2022: Lecture 6 - An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
- 24 CAP6412 2022: Lecture 5 - DETr, TimeS, ViViT, Transforms in Vision: Asurvey
- 25 CAP6412 2022: Lecture 4 - VIT, DeIT, SWIN
- 26 CAP6412 2022: Lecture 3 - Transformer
- 27 CAP6412 2022: Lecture 2 - Advances in Computer Vision Employing Deep Learning
- 28 CAP6412 2022: Lecture 1 - Artificial Intelligence Revolution
