综述是我们了解某个领域的好途径,这里记录我觉得有意思的一些综述。
2021.11 Attention Mechanisms in Computer Vision: A Survey, 各种注意力机制
2020.07 Video Super Resolution Based on Deep Learning: A Comprehensive Survey
自然语言处理一些任务范式:
2109 Paradigm Shift in Natural Language Processing
2021.07 A Comprehensive Survey on Schema-based Event Extraction with Deep Learning
最开始源于NLP的prompt最近也在一些视觉和多模态任务上大放异彩。
2021.07 Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
2022.06 A Survey on Model-based Reinforcement Learning