Transfer learning applications
迁移学习的应用
20210420 arXiv Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey
A survey on domain adaptation for machine translation
- 关于用领域自适应进行神经机器翻译的综述
20210420 arXiv Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching
Domain adaptation for speech recognition
- 用domain adaptation进行跨领域的语音识别
A new dataset for domain adaptation on semantic segmentation
- 一个用于domain adaptation做语义分割的新数据集
20210202 Admix: Enhancing the Transferability of Adversarial Attacks
Enhancing the transferability of adversarial attacks
- 增强对抗攻击的可迁移性
20210202 Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets
检测英国脱欧twitter中的心理压力
20210127 Transferable Interactiveness Knowledge for Human-Object Interaction Detection
A transferable HOI model
- 一个可迁移的人-物交互检测模型
20210106 Decoding Time Lexical Domain Adaptation for Neural Machine Translation
DA for NMT
- DA用于机器翻译任务上
Transfer learning for vessel segmentation from retinal images
- 迁移学习用于视网膜血管分割
20201215 AAAI-21 Multilingual Transfer Learning for QA Using Translation as Data Augmentation
Multilingual transfer learning for QA
- 用于QA任务的多语言迁移学习
20201215 AAAI-21 Reinforced Multi-Teacher Selection for Knowledge Distillation
Using RL for teacher selection for KD
- 在知识蒸馏中用强化学习进行老师的选择
20201215 Distant Domain Transfer Learning for Medical Imaging
Distant domain transfer learning for medical imaging
- 用于COVID检测的远领域迁移学习
20201215 AAAI-21 Transfer Graph Neural Networks for Pandemic Forecasting
GNN and transfer learning for pandemic forecasting
- 用基于GNN的迁移学习进行流行病预测
用domain adaptation做航空图像分割
20201208 Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning
用BERT结合主动学习进行低资源的NLP任务
20201116 Cross-Domain Learning for Classifying Propaganda in Online Contents
跨领域学习用于检测在线推广
20201116 Arabic Dialect Identification Using BERT-Based Domain Adaptation
用基于BERT的domain adaptation进行阿拉伯方言识别
20201116 Filter Pre-Pruning for Improved Fine-tuning of Quantized Deep Neural Networks
量子神经网络中的finetune
Domain generalization用于医学分类
20200927 Transfer Learning by Cascaded Network to identify and classify lung nodules for cancer detection
迁移学习用于肺癌检测
20200927 EMNLP-20 Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification
跨语言和领域的预训练模型用于文本分类
20200914 Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization
迁移学习用于GNN
20200813 Transfer Learning for Protein Structure Classification and Function Inference at Low Resolution
迁移学习用于低分辨率下的蛋白质结构分类
20200529 WWW-20 Modeling Users’ Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection
Transfer learning for cross-domain fraud detection
- 迁移学习用于跨领域欺诈检测
20200420 ACL-20 Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings
DA for unsupervised word embeddings alignment
- 领域自适应用于word embedding对齐
20200420 AAAI-20 Generative Adversarial Networks for Video-to-Video Domain Adaptation
Using GAN for video domain adaptation
- GAN用于视频到视频的adaptation
20200420 arXiv Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting
Transfer learning with GNN for highway traffic forecasting
- 迁移学习+GNN用于交通流量预测
20200405 arXiv Joint Deep Cross-Domain Transfer Learning for Emotion Recognition
Transfer learning for emotion recognition
- 迁移学习用于情绪识别
20191222 NIPS-19 workshop Sim-to-Real Domain Adaptation For High Energy Physics
Transfer learning for high energy physics
- 迁移学习用于高能物理
20191222 arXiv Transfer learning in hybrid classical-quantum neural networks
Transfer learning for quantum neural networks
20191214 arXiv Unsupervised Transfer Learning via BERT Neuron Selection
Unsupervised transfer learning via BERT neuron selection
20191214 arXiv Transfer Learning-Based Outdoor Position Recovery with Telco Data
Outdoor position recorvey with Telco data using transfer learning
20191214 NIPS-19 workshop Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation
Optimal transport domain adaptation
20191201 arXiv A Transfer Learning Method for Goal Recognition Exploiting Cross-Domain Spatial Features
A transfer learning method for goal recognition
- 用迁移学习分析语言中的目标
20191201 AAAI-20 Zero-Resource Cross-Lingual Named Entity Recognition
Zero-resource cross-lingual NER
- 零资源的跨语言NER
20191125 arXiv Attention Privileged Reinforcement Learning For Domain Transfer
Attention privileged reinforcement learning for domain transfer
20191124 Cantonese Automatic Speech Recognition Using Transfer Learning from Mandarin
Cantonese speech recognition using transfer learning from mandarin
- 普通话语音识别迁移到广东话识别
20191115 arXiv Instance-based Transfer Learning for Multilingual Deep Retrieval
Instance based transfer learning for multilingual deep retrieval
- 基于实例的迁移学习用于多语言的retrieval
20191115 arXiv Unsupervised Pre-training for Natural Language Generation: A Literature Review
Unsupervised pre-training for natural language generation survey
- 一篇无监督预训练用于自然语言生成的综述
20191115 AAAI-20 Unsupervised Domain Adaptation on Reading Comprehension
无监督DA用于阅读理解
- Unsupervised DA for reading comprehension
20191113 arXiv Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation
Supervised multi-modal domain adaptation in VQA
- 有监督的多模态DA用于VQA任务
20191113 arXiv NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution
Transfer learning for negation detection and scope resolution
- 迁移学习用于否定检测
20191113 AAAI-20 TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
Finetune twice for answer sentence selection
- 两次finetune用于answer sentence selection
20191111 NIPS-19 workshop Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging
Transfer learning in 4D for breast cancer diagnosis
20191111 BigData-19 Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings
Transfer learning for thermal dynamics modeling
20191111 arXiv Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection
Unsupervised DA for low-resource duplicate question detection
20191111 arXiv Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks
DA for question answering using DNN
20191111 arXiv Teacher-Student Training for Robust Tacotron-based TTS
Teacher-student network for robust TTS
20191111 arXiv SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization
Fine-tuning for pre-trained language model
20191111 arXiv Change your singer: a transfer learning generative adversarial framework for song to song conversion
Adversarial transfer learning for song-to-song conversion
20191111 arXiv Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field
Transfer learning for solar magnetic field
20191111 arXiv Deep geometric knowledge distillation with graphs
Deep geometric knowledge distillation with graphs
20191101 arXiv Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
Adversarial transfer learning for aspect-based sentement analysis
- 对抗迁移用于aspect层级的情感分析
20191101 Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task
A fake news challenges based on transformers
- 一个基于transformer的假新闻检测挑战
20191029 arXiv NER Models Using Pre-training and Transfer Learning for Healthcare
Pretraining NER models for healthcare
- 预训练的NER模型用于健康监护
20191029 WACV-20 Progressive Domain Adaptation for Object Detection
Progressive domain adaptation for object recognition
- 渐进式的DA用于物体检测
20191029 WSDM-20 Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Meta learning with dynamic memory based prototypical network for few-shot event detection
20191017 arXiv Evolution of transfer learning in natural language processing
Survey transfer learning works in NLP
- 综述了最近迁移学习在NLP的一些进展
20191017 arXiv Unsupervised Domain Adaptation Meets Offline Recommender Learning
Unsupervised DA meets offline recommender learning
- 无监督DA用于离线推荐系统
Transfer learning for algorithm recommendation
- 迁移学习用于算法推荐
20191015 arXiv Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling
Emotion recognition in conversations with transfer learning
- 用迁移学习进行对话中的情绪识别
20191015 WSDM-20 DDTCDR: Deep Dual Transfer Cross Domain Recommendation
Cross-modal recommendation using dual transfer learning
- 用对偶迁移进行跨模态推荐
20191011 NeurIPS-19 Unified Language Model Pre-training for Natural Language Understanding and Generation
Unified language model pre-training for understanding and generation
- 统一的语言模型预训练用于自然语言理解和生成
20191011 ICIP-19 Cross-modal knowledge distillation for action recognition
Cross-modal knowledge distillation for action recognition
- 跨模态的知识蒸馏并用于动作识别
20191011 NeurIPS-19 workshop Language Transfer for Early Warning of Epidemics from Social Media
Language transfer to predict epidemics from social media
- 通过社交网络数据预测传染病并进行语言模型的迁移
20191008 arXiv, ICCV-19 demo Cross-Domain Complementary Learning with Synthetic Data for Multi-Person Part Segmentation
Learning human body part segmentation without human labeling
- 基於合成數據的跨域互補學習人體部位分割
20191008 arXiv Transfer Brain MRI Tumor Segmentation Models Across Modalities with Adversarial Networks
Transfer learning for multi-modal brain MRI tumor segmentation
- 用迁移学习进行多模态的MRI肿瘤分割
20191008 ICONIP-19 Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time
Semi-supervised domain adaptation with representation learning for semantic segmentation
- 半监督DA用于语义分割
20191008 arXiv Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation
Noise as domain shift for medical images
- 医学图像中的噪声进行adaptation
20190926 arXiv Restyling Data: Application to Unsupervised Domain Adaptation
Restyle data using domain adaptation
- 使用domain adaptation进行风格迁移
20190916 ISWC-19 Cross-dataset deep transfer learning for activity recognition
Cross-dataset transfer learning for activity recognition
- 跨数据集的深度迁移学习用于行为识别
20190912 MICCAI workshop Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning
Multi-domain adaptation for brain MRI
- 多领域的adaptation用于大脑MRI识别
20190909 IJCAI-FML-19 FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare
The first work on federated transfer learning for wearable healthcare
- 第一个将联邦迁移学习用于可穿戴健康监护的工作
20190829 EMNLP-19 Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks
Investigating MAML for low-resource NMT
- 调查了MAML方法用于低资源的NMT问题的表现
20190829 EMNLP-19 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings
Domain adaptation for NMT
20190828 MICCAI-19 workshop Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans
Cross-modality transfer for prostate segmentation
- 跨模态的迁移用于前列腺分割
20180828 ICCV-19 workshop Unsupervised Deep Feature Transfer for Low Resolution Image Classification
Deep feature transfer for low resolution image classification
- 深度特征迁移用于低分辨率图像分类
20190828 arXiv VAE-based Domain Adaptation for Speaker Verification
Speaker verification using VAE domain adaptation
- 基于VAE的speaker verification
20190821 arXiv Shallow Domain Adaptive Embeddings for Sentiment Analysis
Domain adaptative embedding for sentiment analysis
- 迁移学习用于情感分类
20190813 IJAIT Transferring knowledge from monitored to unmonitored areas for forecasting parking spaces
Transfer learning for forecasting parking spaces
- 用迁移学习预测停车空间
20190809 ICCASP-19 Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation
Text independent speaker verification using adversarial DA
- 文本无关的speaker verification用DA
20190809 IJCAI-19 Progressive Transfer Learning for Person Re-identification
Progressive transfer learning for RE_ID
- 渐进式迁移学习用于RE_ID
20190809 NeurIPS-18 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models
Transfer learning from machine comprehension to sequence to senquence Models
- 从机器理解到序列模型迁移
20190802 arXiv Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
Accurate Sleep Staging with deep transfer learning
- 用深度迁移学习进行精准的睡眠阶段估计
20190729 MICCAI-19 Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images
Cardiac vessel segmentation using transfer learning from Retinal Images
- 用视网膜图片进行迁移学习用于心脏血管分割
20190703 arXiv Disentangled Makeup Transfer with Generative Adversarial Network
Makeup transfer with GAN
- 用GAN进行化妆的迁移
20190703 arXiv Applying Transfer Learning To Deep Learned Models For EEG Analysis
Apply transfer learning to EEG
- 用深度迁移学习进行EEG分析
20190626 arXiv A Novel Deep Transfer Learning Method for Detection of Myocardial Infarction
A deep transfer learning method for detecting myocardial infarction
- 一种用于监测心肌梗塞的深度迁移方法
20190517 PHM-19 Domain Adaptive Transfer Learning for Fault Diagnosis
Domain adaptation for fault diagnosis
- 领域自适应用于错误检测
20190515 ACL-19 Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies
Cross-lingual transfer of NMT
- 跨语言的NMT模型迁移
20190509 arXiv Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images
Domain adaptation for semantic segmentation in aerial images
- DA应用于鸟瞰图像语义分割
20190508 arXiv Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy
Cross-domain system for mapping arbitrary phrases to a taxonomy
20190508 arXiv On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition
Transfer learning for chatter detection
- 用迁移学习进行叽叽喳喳聊天识别
20190416 arXiv Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch
Using deep transfer learning for sleep stage recognition
- 用深度迁移学习进行睡眠阶段的检测
20190415 PAKDD-19 Targeted Knowledge Transfer for Learning Traffic Signal Plans
Targeted knowledge transfer for traffic control
- 目标知识迁移应用于交通红绿灯
20190415 PAKDD-19 Knowledge Graph Rule Mining via Transfer Learning
Knowledge Graph Rule Mining via Transfer Learning
- 迁移学习应用于知识图谱
20190415 PAKDD-19 Adaptively Transfer Category-Classifier for Handwritten Chinese Character Recognition
Transfer learning for handwritten Chinese character recognition
- 用迁移学习进行中文手写体识别
20190415 PAKDD-19 Multi-task Learning for Target-Dependent Sentiment Classification
Multi-task learning for sentiment classification
- 用多任务学习进行任务依赖的情感分析
20190415 PAKDD-19 Spatial-Temporal Multi-Task Learning for Within-Field Cotton Yield Prediction
Spatial-Temporal multi-task learning for cotton yield prediction
- 时空依赖的多任务学习用于棉花收入预测
20190415 PAKDD-19 Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks
Passenger demand forecasting with multi-task CRNN
- 用多任务CRNN模型进行顾客需求估计
20190409 arXiv Unsupervised Domain Adaptation for Multispectral Pedestrian Detection
Domain adaptation for pedestrian detection
- 无监督领域自适应用于多模态行人检测
20190408 arXiv Unsupervised Domain Adaptation of Contextualized Embeddings: A Case Study in Early Modern English
Domain adaptation in early modern english
- Case study: 在英文中的domain adaptation
20190408 USENIX-19 Transfer Learning for Performance Modeling of Deep Neural Network Systems
Using transfer learning for performance modeling in DNN
- 在深度网络中使用迁移学习进行性能建模
20190403 arXiv Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks
Using transfer learning for multivariate clinical data
- 使用迁移学习进行多元医疗数据迁移
20190403 arXiv Med3D: Transfer Learning for 3D Medical Image Analysis
Transfer learning for 3D medical image analysis
- 迁移学习用于3D医疗图像分析
20190401 arXiv Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks
Cross-subject transfer learning using GAN
- 用对抗网络进行跨用户的行为识别
20190305 arXiv Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition
Domain adaptation for RGB-D staircase recognition
- Domain adaptation进行深度和RGB楼梯识别
20190221 arXiv Transfusion: Understanding Transfer Learning with Applications to Medical Imaging
Analyzing the influence of transfer learning in medical imaging
- 在医疗图像中分析迁移学习作用
20190123 arXiv Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry
Transfer learning in telcom industry
- 迁移学习用于电信行业
20190123 arXiv Cold-start Playlist Recommendation with Multitask Learning
Cold-start playlist recommendation with multitask learning
- 用多任务学习进行冷启动状态下的播放列表推荐
20190123 arXiv Adapting Convolutional Neural Networks for Geographical Domain Shift
Convolutional neural network for geographical domain shift
- 将卷积网络用于地理学上的domain shift问题
20190117 NeurIPS-18 workshop Transfer Learning for Prosthetics Using Imitation Learning
Using transfer learning for prosthetics
- 用迁移学习进行义肢的模仿学习
20190115 IJAERS Weightless Neural Network with Transfer Learning to Detect Distress in Asphalt
Transfer learning to detect distress in asphalt
- 用迁移学习检测路面情况
20190115 arXiv Disease Knowledge Transfer across Neurodegenerative Diseases
Transfer learning for neurodegenerative disease
- 迁移学习用于神经退行性疾病
20190111 ICMLA-18 Supervised Transfer Learning for Product Information Question Answering
Transfer learning for product information question answering
- 利用迁移学习进行产品信息的对话
20190102 arXiv High Quality Monocular Depth Estimation via Transfer Learning
Monocular depth estimation using transfer learning
- 用迁移学习进行单眼深度估计
20181230 arXiv The CORAL+ Algorithm for Unsupervised Domain Adaptation of PLDA
Use CORAL for speaker recognition
- 用CORAL改进版进行speaker识别
20181230 arXiv Domain-Aware Generalized Zero-Shot Learning
Domain-aware zero-shot learning
20181225 arXiv A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization
A multi-task approach for emotion attribution, classification, and summarization
- 一个多任务方法同时用于情绪归属、分类和总结
20181225 arXiv A General Approach to Domain Adaptation with Applications in Astronomy
Adopting active learning to transfer model
- 用主动学习来进行模型迁移并应用到天文学上
20181225 arXiv An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction
Using transfer learning for Pharmacokinetic Parameter Prediction
- 用迁移学习进行药代动力学参数估计
20181221 arXiv Deep Transfer Learning for Static Malware Classification
Deep Transfer Learning for Static Malware Classification
- 用深度迁移学习进行恶意软件分类
20181221 arXiv PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation
Adversarial transfer learning for medical images
- 对抗迁移学习用于医学图像分割
20181220 arXiv Domain Adaptation for Reinforcement Learning on the Atari
Reinforcement domain adaptation on Atari games
- 迁移强化学习用于Atari游戏
20181220 arXiv Deep UL2DL: Channel Knowledge Transfer from Uplink to Downlink
Channel knowledge transfer in CSI
- Wifi定位中的知识迁移
20181219 NER-19 Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders
Transfer learning in brain-computer interfaces
- 迁移学习在脑机交互中的应用
20181219 ICCPS-19 Simulation to scaled city: zero-shot policy transfer for traffic control via autonomous vehicles
Transfer learning in autonomous vehicles
- 迁移学习用于自动驾驶车辆的策略迁移
20181218 arXiv Transfer learning to model inertial confinement fusion experiments
Using transfer learning for inertial confinement fusion
- 用迁移学习进行惯性约束聚变
20181214 arXiv Bridging the Generalization Gap: Training Robust Models on Confounded Biological Data
Transfer learning for generalizing on biological data
- 用迁移学习增强生物数据的泛化能力
20181214 BioCAS-19 ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features
Deep transfer learning for EEG Arrhythmia Classification
- 深度迁移学习用于心率不齐分类
20181214 LAK-19 Transfer Learning using Representation Learning in Massive Online Open Courses
Transfer learning in MOOCs
- 迁移学习用于大规模在线网络课程
20181214 DVPBA-19 Considering Race a Problem of Transfer Learning
Consider race in transfer learning
- 在迁移学习问题中考虑种族问题(跨种族迁移)
20181213 arXiv Multichannel Semantic Segmentation with Unsupervised Domain Adaptation
Robot vision semantic segmentation with domain adaptation
- 用于机器视觉中语义分割的domain adaptation
20181212 arXiv 3D Scene Parsing via Class-Wise Adaptation
Class-wise adaptation for 3D scene parsing
- 类别的适配用于3D场景分析
20181212 arXiv Secure Federated Transfer Learning
Federated transfer learning + Encryption
- 联邦迁移学习+加密(杨强团队)
20181206 NeurIPS-18 workshop Towards Continuous Domain adaptation for Healthcare
English: Continuous domain adaptation for healthcare
- 中文：连续的domain adaptation用于健康监护
20181206 NeurIPS-18 workshop A Hybrid Instance-based Transfer Learning Method
English: Instance-based transfer learning for healthcare
- 中文：基于样本的迁移学习用于健康监护
20181205 arXiv Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
English: Transfer learning for surgical phase recognition
- 中文：迁移学习用于外科手术阶段识别
20181204 arXiv From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts
English: Transfer learning for VQA
- 中文：用迁移学习进行VQA任务
20181128 arXiv Cross-domain Deep Feature Combination for Bird Species Classification with Audio-visual Data
English: Cross-domain deep feature combination for bird species classification
- 中文：跨领域的鸟分类
20181128 NeurIPS-18 workshop Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data
English: Multi-task learning for imbalanced clinical data
- 中文：多任务学习用于不平衡的就诊数据
20181128 WACV-19 CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database
English: Transfer learning for underwater 3D scene reconstruction
- 中文：用迁移学习进行水下3D场景重建
20181127 NeurIPS-18 workshop Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks
English: Predicting diabetes using financial records
- 中文：用财务记录预测糖尿病
20181123 NIPS-18 workshop Population-aware Hierarchical Bayesian Domain Adaptation
English: Applying domain adaptation to health
- 中文：将domain adaptation应用于健康
20181121 arXiv Transferrable End-to-End Learning for Protein Interface Prediction
English: Transfer learning for protein interface prediction
- 中文：用迁移学习进行蛋白质接口预测
20181121 NSFREU-18 Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation
English: Deep transfer learning for Gender Recognition and Age Estimation
- 中文：用深度迁移学习进行性别识别和年龄估计
20181121 arXiv Distribution Discrepancy Maximization for Image Privacy Preserving
English: Distribution Discrepancy Maximization for Image Privacy Preserving
- 中文：通过最大化分布差异来进行图片隐私保护
20181120 arXiv Spatial-temporal Multi-Task Learning for Within-field Cotton Yield Prediction
English: Multi-task learning for cotton yield prediction
- 中文：多任务学习用于棉花产量预测
20181117 arXiv Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
English: Medical imaging using transfer learning
- 中文：使用迁移学习进行医学图像分割
20181117 arXiv Performance Estimation of Synthesis Flows cross Technologies using LSTMs and Transfer Learning
English: Performance Estimation of Synthesis Flows cross Technologies using LSTMs and Transfer Learning
- 中文：利用迁移学习进行合成flow评价
20181117 AAAI-19 GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition
English: Cross-view gait recognition
- 中文：跨视图的步态识别
20181115 AAAI-19 Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
English: Transfer learning for spoken language understanding
- 中文：无监督迁移学习用于语言理解
20181114 arXiv A Framework of Transfer Learning in Object Detection for Embedded Systems
English: Transfer learning in embedded system for object detection
- 中文：在嵌入式系统中进行针对目标检测的迁移学习
20181107 ICONIP-18 Transductive Learning with String Kernels for Cross-Domain Text Classification
English: String kernel for cross-domain text classification using transfer learning
- 中文：用string kernel进行迁移学习跨领域文本分类
20181012 arXiv Bird Species Classification using Transfer Learning with Multistage Training
English: Using transfer learning for bird species classification
- 中文：用迁移学习进行鸟类分类
20181012 arXiv Survival prediction using ensemble tumor segmentation and transfer learning
English: Predicting the survival of the tumor patient using transfer learning
- 中文：用迁移学习估计肿瘤病人存活时间
20181012 ICMLA-18 Virtual Battery Parameter Identification using Transfer Learning based Stacked Autoencoder
English: Using transfer learning for calculating the virtual battery in a thermostatics load
- 中文：用迁移学习进行恒温器的电量估计
20180912 PervasiveHealth-18 Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life
English: Transfer learning to perform activity recognition using multi-model sensors
- 中文：用多模态传感器进行迁移学习，用于行为识别
20180912 ICIP-18 Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas
English: Semantic segmentation using transfer learning
- 中文：用迁移学习进行语义分割
20180912 arXiv Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification
English: Hyperspectral image classification using domain adaptation
- 中文：用domain adaptation进行图像分类
20180909 arXiv Driving Experience Transfer Method for End-to-End Control of Self-Driving Cars
English: Driving experience transfer on self-driving cars
- 中文：自动驾驶车上的驾驶经验迁移
20180909 arXiv Deep Learning for Domain Adaption: Engagement Recognition
English: deep transfer learning for engagement recognition
- 中文：用深度迁移学习进行人机交互中的engagement识别
20180904 EMBC-18 Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang
English: Use multi-task CNN for Diabetic Retinopathy Grading Kang
- 中文：用多任务的CNN进行糖尿病的视网膜粒度检查
20180904 ICPR-18 Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks
English: Document image classification using transfer learning
- 中文：使用迁移学习进行文档图像的分类
20180826 ISPRS journal Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images
English: a multi-task learning network for remote sensing
- 中文：提出一个多任务的深度网络用于遥感图像检测
20180823 ICPR-18 Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals
English: A multi-task method to recognize pains
- 中文：提出一个multi-task框架来检测pain
20180821 arXiv Unsupervised adversarial domain adaptation for acoustic scene classification
English: Using transfer learning for acoustic classification
- 中文：迁移学习用于声音场景分类
20180819 arXiv Transfer Learning and Organic Computing for Autonomous Vehicles
English: Propose different transfer learning methods to adapt the situation of autonomous driving
- 中文：提出一些不同的迁移学习方法应用于自动驾驶的环境适配
20180819 arXiv Transfer Learning for Brain-Computer Interfaces: An Euclidean Space Data Alignment Approach
English: Propose to align the different distributions of EEG signals using transfer learning
- 中文：针对EEG信号不同人分布不一样的问题提出迁移学习和数据增强的方式加以解决
20180801 arXiv Multimodal Deep Domain Adaptation
English: Use multi-modal DA in robotic vision
- 中文：在机器人视觉中使用多模态的domain adaptation
20180801 arXiv Rank and Rate: Multi-task Learning for Recommender Systems
English: A multi-task system for recommendation
- 中文：一个针对于推荐系统的多任务学习
20180801 MICCAI-18 Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection
English: Use unlabeled images for mitosis detection
- 中文：用未标记的图片进行细胞有丝分裂的检测
20180801 ECCV-18 DOCK: Detecting Objects by transferring Common-sense Knowledge
English: A method called DOCK for object detection using transfer learning
- 中文：提出一个叫做DOCK的方法进行基于迁移学习的目标检测
20180801 ECCV-18 A Zero-Shot Framework for Sketch-based Image Retrieval
English: A Zero-Shot Framework for Sketch-based Image Retrieval
- 中文：一个针对于简笔画图像检索的zero-shot框架
20180731 ICANN-18 Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning
English: Deep transfer learning for Re-ID
- 中文：将深度迁移学习用于Re-ID
- 20180705 arXiv 将迁移学习应用于自动驾驶中的不同天气适配：Modular Vehicle Control for Transferring Semantic Information to Unseen Weather Conditions using GANs
- 20180627 arXiv 用迁移学习进行感染预测：Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts
- 20180627 arXiv 生成模型用于姿态迁移：Generative Models for Pose Transfer
- 20180622 arXiv 跨领域的人脸识别用于银行认证系统：Cross-Domain Deep Face Matching for Real Banking Security Systems
- 20180621 arXiv 迁移学习用于角膜组织的分类：Transfer Learning with Human Corneal Tissues: An Analysis of Optimal Cut-Off Layer
- 20180621 arXiv 迁移学习用于强化学习中的图像翻译：Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation
- 20180615 Interspeech-18 很全面地探索了很多类方法在语音识别上的应用：A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition
- 20180615 Interspeech-18 对话中的语音识别：Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition
- 20180614 arXiv 跨数据集的person reid：Cross-dataset Person Re-Identification Using Similarity Preserved Generative Adversarial Networks
- 20180614 arXiv 将迁移学习应用于多个speaker的文字到语音：Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
- 20180613 SIGIR-18 多任务学习用于推荐系统：Explainable Recommendation via Multi-Task Learning in Opinionated Text Data
- 20180613 CVPR-18 跨数据集的VQA：Cross-Dataset Adaptation for Visual Question Answering
- 20180612 ICASSP-18 迁移学习用于资源少的情感分类：Semi-supervised and Transfer learning approaches for low resource sentiment classification
- 20180612 KDD-18 多任务学习用于ICU病人数据挖掘：Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU
- 20180610 CEIG-17 将迁移学习用于插图分类：Transfer Learning for Illustration Classification
- 20180610 BioNLP-18 将迁移学习用于病人实体分类：Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility
- 20180610 MICCAI-18 将迁移学习用于前列腺图分类：Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images
- 20180610 arXiv 迁移学习用于Coffee crop分类：A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping
- 20180605 arXiv 迁移学习应用于胸X光片分割：Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation
- 20180604 arXiv 用CNN迁移学习进行硬化症检测：One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
- 20180530 MNRAS 用迁移学习检测银河星系兼并：Using transfer learning to detect galaxy mergers
- 20180529 arXiv 迁移学习用于表情识别：Meta Transfer Learning for Facial Emotion Recognition
- 20180524 KDD-18 用迁移学习方法进行人们的ID迁移：Learning and Transferring IDs Representation in E-commerce
- 20180519 arXiv 用迁移学习进行物体检测，200帧/秒：Object detection at 200 Frames Per Second
- 20180519 arXiv 用迁移学习进行肢体语言识别：Optimization of Transfer Learning for Sign Language Recognition Targeting Mobile Platform
- 20180516 ACL-18 将对抗迁移学习用于危机状态下的舆情分析：Domain Adaptation with Adversarial Training and Graph Embeddings
- 20180504 arXiv 用迁移学习进行心脏病检测分类：ECG Heartbeat Classification: A Deep Transferable Representation
- 20180427 CVPR-18(workshop) 将深度迁移学习用于Person-reidentification： Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification
- 20180426 arXiv 迁移学习用于医学名字实体检测；Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition
- 20180425 arXiv 将bagging和dropping结合起来进行迁移的一个深度网络：A New Channel Boosted Convolution Neural Network using Transfer Learning
- 20180425 arXiv 迁移学习应用于自然语言任务：Dropping Networks for Transfer Learning
- 20180421 arXiv 采用联合分布适配的深度迁移网络用于工业生产中的错误诊断：Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application
- 20180419 arXiv 跨领域的推荐系统：CoNet: Collaborative Cross Networks for Cross-Domain Recommendation
- 20180413 arXiv 跨模态检索：Cross-Modal Retrieval with Implicit Concept Association
- 20180410 arXiv 用迁移学习进行犯罪现场的图像匹配：Cross-Domain Image Matching with Deep Feature Maps
- 20180408 ASRU-18 用迁移学习中的domain separation network进行speech recognition：Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition
- 20180408 arXiv 小数据集上的迁移学习手写体识别：Boosting Handwriting Text Recognition in Small Databases with Transfer Learning
- 20180404 arXiv 用迁移学习进行物体检测：Transferring Common-Sense Knowledge for Object Detection
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