Awesome Survey Papers🔍

A curated list of Survey Papers on Deep Learning.

Content

• Captioning
• Deblurring
  • Image Deblurring
  • Video Deblurring
• Face
  • Face Recognition
  • Facial Expression Analysis
• GANs
• Graph Neural Networks
• Detection
  • Object Detection
• Recognition
  • Activity Recognition
• Semantic Segmentation
• Super Resolution
• Synthesis
  • Text to Image
• Vision Transformer

🌼Vision Transformer

Year	Publication	Paper
2022	IEEE Transactions on Pattern Analysis and Machine Intelligence	A Survey on Vision Transformer
2022	International Journal of Computer Vision	Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
2022	ACM Computing Surveys	Transformers in Vision: A Survey
2022	AI Open	Survey: Transformer based video-language pre-training
2022	arXiv	Transformers in Medical Image Analysis: A Review
2022	arXiv	Transformer for Graphs: An Overview from Architecture Perspective
2022	arXiv	Video Transformers: A Survey
2022	arXiv	Transformers in Medical Imaging: A Survey [Github]
2021	Computational Visual Media	Transformers in computational visual media: A survey
2021	arXiv	A Survey of Visual Transformers
2021	arXiv	Attention mechanisms and deep learning for machine vision: A survey of the state of the art
2021	arXiv	A Survey of Transformers
2021	arXiv	A Practical Survey on Faster and Lighter Transformers
2020	arXiv	Efficient Transformers: A Survey

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🌼GANs

Year	Publication	Paper
2023	Preprint	Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art