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论文笔记 - An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

1. Information Title: An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Link: ViT Paper Source: International Conference on Learning Representations (ICLR) Date: 2020.10.22 2.
2024-12-04
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#深度学习 #CV #Transformer #Pre-training #Fine-tuning

论文笔记 - Locating and Editing Factual Associations in GPT

1. Information Title: Locating and Editing Factual Associations in GPT Link: ROME Paper Source: Conference on Neural Information Processing Systems (NeurIPS) Date: 2022.02.10 2. Summary 本文提出了一种方法,用于在训
2024-12-04
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#深度学习 #NLP #知识编辑

论文笔记 - Improving Language Understanding by Generative Pre-Training

1. Information Title: Improving Language Understanding by Generative Pre-Training Link: GPT V1 Paper Source: OpenAI Technical Report Date: 2018 2. Summary 本文提出了一种基于 Transformer 解码器的生成式语言模型,该模型通过在大规模无
2024-12-03
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#深度学习 #Transformer #Pre-training #Fine-tuning #NLP

论文笔记 - BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

1. Information Title: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Link: BERT Paper Source: The North American Chapter of the Association for Computational Linguist
2024-11-29
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#深度学习 #Transformer #Pre-training #Fine-tuning #NLP

论文笔记 - Attention Is All You Need

1. Information Title: Attention Is All You Need Link: Transformer Source: Conference on Neural Information Processing Systems (NeurIPS) Date: 2017.06.12 2. Summary 本文提出了 Transformer 模型,这是一种用于序列转换任务(特别
2024-11-29
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#深度学习 #Transformer #NLP

论文笔记 - ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

1. Information Title: ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Link: ShuffleNet V2 Paper Source: European Conference on Computer Vision (ECCV) Date: 2018.07.30 2. Summ
2024-11-28
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#深度学习 #算法优化 #轻量化

论文笔记 - MobileNets: Efficient Convolutional Neural Networks for Mobile

1. Information Title: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Link: MobileNets: Efficient CNNs for Mobile Applications Source: IEEE Conference on Computer Vi
2024-11-27
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#深度学习 #算法优化 #轻量化

论文笔记 - ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

1. Information Title: ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Link: ShuffleNet Paper Source: IEEE Conference on Computer Vision and Pattern Recognition (CVPR
2024-11-26
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#深度学习 #算法优化 #轻量化

论文笔记 - Densely Connected Convolutional Networks

1. Information Title: Densely Connected Convolutional Networks Link: DenseNet Paper Source: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Date: 2016.08.25 2. Summary 本文提出了 DenseNet
2024-11-26
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#深度学习 #训练加速 #算法优化

论文笔记 - Aggregated Residual Transformations for Deep Neural Networks

1. Information Title: Aggregated Residual Transformations for Deep Neural Networks Link: ResNeXt Paper Source: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Date: 2016.11.16 2. Sum
2024-11-25
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#深度学习 #训练加速 #算法优化
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