526互联

adapter

LoRA（Low-Rank Adaptation of Large Language Models）-- 一种大模型prompt-tuning调优方法

一、Pre-train + Fine-tuning范式 0x1：为什么要微调 对于数据集本身很小（几千张图片/几千段文本）的情况，从头开始训练具有几千万参数的大型神经网络是不现实的，因为越大的模型对数据量的要求越大，过拟合无法避免。这时候如果还想用上大型神经网络的超强特征提取能力，只能靠微调已经训练 ......
prompt-tuning Adaptation Language Low-Rank 模型

迁移学习（CLDA）《CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation》

论文信息 论文标题：CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation论文作者：Ankit Singh论文来源：NeurIPS 2021论文地址：download 论文代码：download视屏讲解：click 1 简介 ......
CLDA Semi-Supervised Contrastive Adaptation Supervised

ViT-Adapter：用于密集预测任务的视觉 Transformer Adapter

前言 这篇文章提出了一种用于使得 ViT 架构适配下游密集预测任务的 Adapter。简单的 ViT 模型，加上这种 Adapter 之后，下游密集预测任务的性能变强不少。本文给出的 ViT-Adapter-L 在 COCO 数据集上达到了 60.9 的 box AP 和 59.3 的 mask A ......
Adapter ViT-Adapter Transformer 视觉 任务

迁移学习（）《Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation》

论文信息 论文标题：Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation论文作者：Taekyung Kim论文来源：2020 ECCV论文地址 ......
Semi-supervised Adaptation supervised Alignment Learning

迁移学习《Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification》

论文信息 论文标题：Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification论文作者：S. Harada, Ryoma Bise, Kengo Araki论文来源：ArXi ......
Semi-Supervised Cluster-Guided Classification Adaptation Imbalanced

迁移学习（SPI）《Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection》

论文信息 论文标题：Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection论文作者：Abhay Rawat, Isha Dua, Saurav Gupta, Rahul Tallamraju 论文来源： ......
Semi-Supervised Pseudo-label Adaptation Supervised Similarity

迁移学习《Efficient and Robust Pseudo-Labeling for Unsupervised Domain Adaptation》

论文信息 论文标题：Efficient and Robust Pseudo-Labeling for Unsupervised Domain Adaptation论文作者：Hochang Rhee、Nam Ik Cho论文来源：2019——ICML论文地址：download 论文代码：downloa ......
Pseudo-Labeling Unsupervised Adaptation Efficient Labeling

迁移学习《Asymmetric Tri-training for Unsupervised Domain Adaptation》

论文信息 论文标题：Asymmetric Tri-training for Unsupervised Domain Adaptation论文作者：Kuniaki Saito, Y. Ushiku, T. Harada论文来源：27 February 2017——ICML论文地址：download 论 ......
Tri-training Unsupervised Asymmetric Adaptation training

迁移学习（TSRP）《Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation》

论文信息 论文标题：Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation论文作者：Jie Wang, Xiaoli Zhang论文来源：论文地址：download 论文代码：dow ......
Unsupervised Intra-Class Adaptation Similarity Improving

迁移学习（DCCL）《Domain Confused Contrastive Learning for Unsupervised Domain Adaptation》

论文信息 论文标题：Domain Confused Contrastive Learning for Unsupervised Domain Adaptation论文作者：Quanyu Long, Tianze Luo, Wenya Wang and Sinno Jialin Pan论文来源：NAA ......
Domain Unsupervised Contrastive Adaptation Confused

使用 Lambda Web Adapter 在 Lambda 上 构建 web 应用

背景介绍 Amazon Lambda 可结合 Amazon API Gateway 或 Application Load Balancer，使您无需提前启动或管理服务器即可运行基于 restful API 的应用程序。此时，Lambda 将以 JSON 格式的字符串接收 http 事件，并将其转换为 ......
Lambda Adapter Web web

【论文翻译】LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS

LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS 论文地址：https://arxiv.org/pdf/2106.09685.pdf 代码地址：https://github.com/microsoft/LoRA 摘要 自然语言处理的一个重要范式包 ......
论文翻译 ADAPTATION LOW-RANK MODELS 论文

迁移学习（DAOD）《Refined Pseudo labeling for Source-free Domain Adaptive Object Detection》

论文信息 论文标题：Refined Pseudo labeling for Source-free Domain Adaptive Object Detection论文作者：Siqi Zhang, Lu Zhang, Zhiyong Liu论文来源：2023 ArXiv论文地址：download 论 ......
Source-free Detection Adaptive labeling Refined

迁移学习（CDA）《CDA:Contrastive-adversarial Domain Adaptation 》

论文信息 论文标题：CDA:Contrastive-adversarial Domain Adaptation论文作者：Nishant Yadav, M. Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, A. Ganguly论文来源：202 ......
Contrastive-adversarial Contrastive adversarial Adaptation CDA

迁移学习（NRC）《Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation》

论文信息 论文标题：Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation论文作者：Shiqi YangYaxing WangJoost van de WeijerLuis HerranzSh ......
Neighborhood Source-free Exploiting Adaptation Intrinsic

Adaptive ship-radiated noise recognition with learnable fine-grained wavelet transform

摘要 分析海洋声环境是一项棘手的任务。背景噪声和可变信道传输环境使舰船辐射噪声的准确识别变得复杂。现有的识别系统在处理多变的水下环境方面能力较弱，在实际应用中表现不佳。为了保持识别系统在各种水下环境下的鲁棒性，本文提出了一种自适应广义识别系统——AGNet (adaptive generalized ......
ship-radiated fine-grained recognition learnable transform

微软数据源乐观并发Adapter

使用 SqlDataSource 实现并发优化 项目 2021/10/20 在本教程中，我们将讨论并发优化基础课程，然后探讨如何使用 SqlDataSource 控件。 « 前一篇教程 | 下一篇教程 » 简介 在前一篇教程中，我们探讨了如何向 SqlDataSource 控件添加插入、更新和删除功 ......
数据源 Adapter 数据

迁移学习（JDDA） 《Joint domain alignment and discriminative feature learning for unsupervised deep domain adaptation》

论文信息 论文标题：Joint domain alignment and discriminative feature learning for unsupervised deep domain adaptation论文作者：Chao Chen , Zhihong Chen , Boyuan Jia ......
domain discriminative unsupervised adaptation alignment

迁移学习（ADDA）《Adversarial Discriminative Domain Adaptation》【已复现迁移】

论文信息 论文标题：Adversarial Discriminative Domain Adaptation论文作者：Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell论文来源：CVPR 2017论文地址：download 论文代码：downl ......
Discriminative Adversarial Adaptation Domain ADDA

迁移学习（IIMT）——《Improve Unsupervised Domain Adaptation with Mixup Training》

论文信息 论文标题：Improve Unsupervised Domain Adaptation with Mixup Training论文作者：Shen Yan, Huan Song, Nanxiang Li, Lincan Zou, Liu Ren论文来源：arxiv 2020论文地址：down ......
Unsupervised Adaptation Training Improve Domain

论文解读（CAN）《Contrastive Adaptation Network for Unsupervised Domain Adaptation》

论文信息 论文标题：Contrastive Adaptation Network for Unsupervised Domain Adaptation论文作者：Guoliang Kang, Lu Jiang, Yi Yang, Alexander G Hauptmann论文来源：CVPR 2019论 ......
Adaptation Unsupervised Contrastive Network Domain

【机器学习】李宏毅——Domain Adaptation(领域自适应)

本文介绍了Domain Adaptation(领域自适应)的相关知识，包括现在出现的具体问题、问题如何解决、所面对的各种情况等等。 ......
Adaptation 机器 领域 Domain

迁移学习（DANN）《Unsupervised Domain Adaptation by Backpropagation》

论文信息 论文标题：Domain-Adversarial Training of Neural Networks论文作者：Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain论文来源：JMLR 2016论文地址：download ......
Backpropagation Unsupervised Adaptation Domain DANN

虚假新闻检测-迁移学习（CADM）《Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup》

论文信息 论文标题：Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup论文作者：Huimin Zeng, Zhenrui Yue, Ziyi ......
Domain Unsupervised Adversarial Contrastive Information

论文解读（PCL）《Probabilistic Contrastive Learning for Domain Adaptation》

论文信息 论文标题：Probabilistic Contrastive Learning for Domain Adaptation论文作者：Junjie Li, Yixin Zhang, Zilei Wang, Keyu Tu论文来源：aRxiv 2022论文地址：download 论文代码：do ......
Probabilistic Contrastive Adaptation Learning Domain
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