Deep Learning Publication Navigator - subtopic: transfer

Year TitleAuthor
2017   Model Distillation with Knowledge Transfer in Face Classification, Alignment and Verification  C Wang, X Lan
2017   Deep kernel mean embeddings for generative modeling and feedforward style transfer  TQ Chen
2017   Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications  H Chang, J Han, C Zhong, A Snijders, JH Mao
2017   Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection  S Azizi, P Mousavi, P Yan, A Tahmasebi, JT Kwak
2017   Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection  K Gopalakrishnan, SK Khaitan, A Choudhary
2017   Research on the deep learning of the small sample data based on transfer learning  W Zhao
2017   A Transfer learning approach for classification of clinical significant prostate cancers from mpMRI scans  Q Chen, X Xu, S Hu, X Li, Q Zou, Y Li
2017   Effect of Transfer Functions in Deep Belief Network for Short-Term Load Forecasting  X Zhang, R Wang, T Zhang, Y Liu, Y Zha 
2017   Style Transfer from Non-Parallel Text by Cross-Alignment  T Shen, T Lei, R Barzilay, T Jaakkola
2017   Deep object classification in low resolution LWIR imagery via transfer learning  R Abbott, JM Del Rincon, B Connor, N Robertson
2017   Face Transfer with Generative Adversarial Network  R Xu, Z Zhou, W Zhang, Y Yu 
2017   Transfer Learning for Image-Based Cassava Disease Detection  A Ramcharan, K Baranowski, P McCloskey, B Ahamed 
2017   Deep Photo Style Transfer  F Luan, S Paris, E Shechtman, K Bala
2017   Knowledge Transfer for Melanoma Screening with Deep Learning  A Menegola, M Fornaciali, R Pires, FV Bittencourt
2017   Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution  R Tanno, DE Worrall, A Ghosh, E Kaden
2017   State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning  H Sahni, S Kumar, F Tejani, Y Schroecker, C Isbell
2017   Transfer learning from synthetic to real images using variational autoencoders for robotic applications  T Inoue, S Chaudhury, G De Magistris, S Dasgupta
2017   Classifying hand-drawn documents in mobile settings, using transfer learning and model compression  A Riese
2017   Partial Transfer Learning with Selective Adversarial Networks  Z Cao, M Long, J Wang, MI Jordan
2017   Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation  C Castillo, S De, X Han, B Singh, AK Yadav
2017   Plant Identification Using Deep Neural Networks via Optimization of Transfer Learning Parameters  MM Ghazi, B Yanikoglu, E Aptoula
2017   Vision-Based Plant Disease Detection System Using Transfer and Deep Learning  AC Cruz, A Luvisi, L De Bellis, Y Ampatzidis
2017   Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks  J Bradshaw, AGG Matthews, Z Ghahramani
2017   Hydraulic Modeling and Deep Learning Based Flow Forecasting for Optimizing Inter Catchment Wastewater Transfer  D Zhang, ES Hølland, G Lindholm, H Ratnaweera 
2017   Glitch Classification and Clustering for LIGO with Deep Transfer Learning  D George, H Shen, EA Huerta 
2017   Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer  C Li, J Guo, C Guo 
2017   Spotting L3 slice in CT scans using deep convolutional network and transfer learning  S Belharbi, C Chatelain, R Hérault, S Adam, S Thureau
2017   Deep transfer Q-learning with virtual leader-follower for supply-demand Stackelberg game of smart grid  X Zhang, T Bao, T Yu, B Yang, C Han
2017   Vehicle Type Recognition in Surveillance Images From Labeled Web-Nature Data Using Deep Transfer Learning  J Wang, H Zheng, Y Huang, X Ding 
2017   Transfer entropy-based feedback improves performance in artificial neural networks  S Herzog, C Tetzlaff, F Wörgötter
2017   Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning  MM Srivastava, S Kant 
2017   Bladder cancer treatment response assessment using deep learning in CT with transfer learning  KH Cha, LM Hadjiiski, HP Chan, RK Samala
2017   Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning  W Ge, Y Yu
2017   Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A Study on Inter-Subject Transfer and Co-Adaptation  RJ Kobler, R Scherer
2017   Conditional Fast Style Transfer Network  KYR Tanno
2017   Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features  PK Roy, R Chakravorty, S Sedai, D Mahapatra
2017   DeepStyleCam: A Real-Time Style Transfer App on iOS  R Tanno, S Matsuo, W Shimoda, K Yanai
2017   A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling  Q Wang, J Gao, Y Yuan
2017   You are what apps you use: Transfer Learning for Personalized Content and Ad Recommendation  Z Yan, L Wei, Y Lu, Z Wu, B Tao
2017   Neural Stain-Style Transfer Learning using GAN for Histopathological Images  H Cho, S Lim, G Choi, H Min 
2017   MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval  X Huang, Y Peng, M Yuan
2017   Artistic style transfer for videos and spherical images  M Ruder, A Dosovitskiy, T Brox
2017   Promoting Transfer of Ecosystems Concepts.  Y Yua, CE Hmelo
2017   Examining the Effects of Supervision for Transfer from Synthetic to Real Driving Domains  V Madhavan
2017   Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO  D George, H Shen, EA Huerta
2017   Deep Transfer Learning for Social Media Cross-Domain Sentiment Classification  C Zhao, S Wang, D Li 
2017   Deep Transfer Learning for Error Decoding from Non-Invasive EEG  M Völker, RT Schirrmeister, LDJ Fiederer, W Burgard 
2017   Cross-modal Common Representation Learning by Hybrid Transfer Network  X Huang, Y Peng, M Yuan
2017   DARLA: Improving Zero-Shot Transfer in Reinforcement Learning  I Higgins, A Pal, A Rusu, L Matthey, C Burgess
2017   Self-paced cross-modality transfer learning for efficient road segmentation  W Wang, N Wang, X Wu, S You, U Neumann
2017   Wind Power Prediction using Deep Neural Network based Meta Regression and Transfer Learning  AS Qureshi, A Khan, A Zameer, A Usman
2017   Artificial intelligence in fracture detection: transfer learning from deep convolutional neural networks  DH Kim, T MacKinnon 
2017   Language and Noise Transfer in Speech Enhancement Generative Adversarial Network  S Pascual, M Park, J Serrà, A Bonafonte, KH Ahn 
2017   A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis  L Wen, L Gao, X Li
2017   Transfer Learning for sEMG Hand Gestures Recognition Using Convolutional Neural Networks  U Côté
2017   Depth-aware neural style transfer  XC Liu, MM Cheng, YK Lai, PL Rosin
2017   Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks  T Kim, B Kim, M Cha, J Kim
2017   Chinese Typography Transfer  J Chang, Y Gu
2017   Meta Networks for Neural Style Transfer  F Shen, S Yan, G Zeng
2017   Lesion Classification in Mammograms Using Convolutional Neural Networks and Transfer Learning  A Perre, LA Alexandre, LC Freire 
2017   Folding Membrane Proteins by Deep Transfer Learning  Z Li, S Wang, Y Yu
2017   Liver fibrosis classification based on transfer learning and FCNet for ultrasound images  D Meng, L Zhang, G Cao, W Cao, G Zhang, B Hu
2017   Predicting membrane protein contacts from non-membrane proteins by deep transfer learning  Z Li, S Wang, Y Yu, J Xu
2017   When Deep Learning Meets Transfer Learning  Q Yang 
2017   Retention Time of Peptides in Liquid Chromatography Is Well Estimated upon Deep Transfer Learning  C Ma, Z Zhu, J Ye, J Yang, J Pei, S Xu, C Yu, F Mo 
2017   Deep Learning and Transfer Learning in the Classification of EEG Signals  JM Williams
2017   A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification  Y Wang, F Metze
2017   Decision support from financial disclosures with deep neural networks and transfer learning  M Kraus, S Feuerriegel 
2017   SCL-UMD at the Medico Task-MediaEval 2017: Transfer learning based Classification of Medical Images  T Agrawal, R Gupta, S Sahu, CE Wilson
2017   Fast Neural Style Transfer for Motion Data  D Holden, I Habibie, T Komura, I Kusajima
2017   Machine Learning for Quantum Dynamics: Deep Learning of Excitation Energy Transfer Properties  F Häse, C Kreisbeck, A Aspuru
2017   Skill Transfer between Industrial Robots by Sparse learning  K Lan
2017   Comparing Humans and Deep Learning Performance for Grading AMD: A Study in Using Universal Deep Features and Transfer Learning for Automated AMD …  P Burlina, KD Pacheco, N Joshi, DE Freund
2017   Transfer Learning of Temporal Information for Driver Action Classification  J Lemley, P Corcoran
2017   Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition  D Vodianyk, P Rokita
2017   Transfer Learning for Deep Learning on Graph-Structured Data  J Lee, H Kim, J Lee, S Yoon
2017   Cross-domain expression recognition based on sparse coding and transfer learning  Y Yang, W Zhang, Y Huang
2017   Characterizing and Improving Stability in Neural Style Transfer  A Gupta, J Johnson, A Alahi, L Fei
2017   Human action recognition using transfer learning with deep representations  AB Sargano, X Wang, P Angelov, Z Habib
2017   Transfer Learning with Neural Networks for Bearing Fault Diagnosis in Changing Working Conditions  R Zhang, H Tao, L Wu, Y Guan
2017   Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning  B Shickel, M Heesacker, S Benton, P Rashidi
2017   Transfer Learning and Deep Feature Extraction for Planktonic Image Data Sets  EC Orenstein, O Beijbom
2017   Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks  H Zhao, PL Rosin, YK Lai
2016   Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes  A Menegola, M Fornaciali, R Pires, S Avila, E Valle
2016   Unsupervised Domain Adaptation with Residual Transfer Networks  M Long, J Wang, MI Jordan
2016   A Dropout Distribution Model on Deep Transfer Learning Networks  F Li, H Yang, J Wang
2016   Knowledge Transfer Using Latent Variable Models  S Shakkottai, S Sanghavi
2016   High-Content Analysis of Breast Cancer Using Single-Cell Deep Transfer Learning  C Kandaswamy, LM Silva, LA Alexandre, JM Santos
2016   Medical Students Workload: Implication to the European Credit Transfer and Accumulation System in Integrated PBL Curriculum.  E Nosair
2016   Object recognition using deep convolutional neural networks with complete transfer and partial frozen layers  MC Kruithof, H Bouma, NM Fischer, K Schutte
2016   Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning  P Molchanov, S Tyree, T Karras, T Aila, J Kautz
2016   Knowledge Transfer between Computer Vision and Text Mining: Similarity-based Learning Approaches  RT Ionescu, M Popescu
2016   Transfer Learning Apparatus, Transfer Learning System, Transfer Learning Method, And Recording Medium  Y Sawada, K Kozuka
2016   Fine-to-coarse Knowledge Transfer For Low-Res Image Classification  X Peng, J Hoffman, SX Yu, K Saenko
2016   Deep Transfer Learning with Joint Adaptation Networks  M Long, J Wang, MI Jordan
2016   Robust transfer learning in multi-robot systems by using sparse autoencoder  LV Utkin, SG Popov, YA Zhuk
2016   Feature Transfer Learning for Speech Emotion Recognition  J Deng
2016   Visual domain adaptation via transfer feature learning  J Tahmoresnezhad, S Hashemi
2016   Understanding the Mechanisms of Deep Transfer Learning for Medical Images  H Ravishankar, P Sudhakar, R Venkataramani
2016   Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning  E Mocanu, PH Nguyen, WL Kling, M Gibescu
2016   Task-driven deep transfer learning for image classification  Z Ding, NM Nasrabadi, Y Fu
2016   Robust Radar Emitter Recognition Based on the Three-Dimensional Distribution Feature and Transfer Learning  Z Yang, W Qiu, H Sun, A Nallanathan
2016   Visual Sentiment Analysis for Social Images Using Transfer Learning Approach  J Islam, Y Zhang
2016   Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography  JJ Näppi, T Hironaka, D Regge, H Yoshida
2016   Pixel-Level Domain Transfer  D Yoo, N Kim, S Park, AS Paek, IS Kweon
2016   Unsupervised energy prediction under smart grid context using reinforcement cross buildings transfer learning  E Mocanu, PH Nguyen, WL Kling, M Gibescu
2016   Deep Identity-aware Transfer of Facial Attributes  M Li, W Zuo, D Zhang
2016   Transfer Learning of Deep Neural Network for Speech Emotion Recognition  Y Huang, M Hu, X Yu, T Wang, C Yang
2016   Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data  N Papernot, M Abadi, Ú Erlingsson, I Goodfellow
2016   From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes  CJ Holder, TP Breckon, X Wei
2016   Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets  J Lee, H Kim, J Lee, S Yoon
2016   Perceptual Losses for Real-Time Style Transfer and Super-Resolution: Supplementary Material  J Johnson, A Alahi, L Fei
2016   Transfer Learning for BioImaging and Bilingual Applications  Q Sun
2016   Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset  Y Sawada, K Kozuka
2016   Deep transfer learning for automatic target classification: MWIR to LWIR  Z Ding, N Nasrabadi, Y Fu
2016   Transfer Learning for Low-Resource Neural Machine Translation  B Zoph, D Yuret, J May, K Knight
2016   Cloning DRASiW Systems via Memory Transfer  M De Gregorio, M Giordano
2016   Transfer Learning in Hierarchical Feature Spaces  H Zuo, G Zhang, V Behbood, J Lu, X Meng
2016   Transfer Learning for Cross-Lingual Sentiment Classification with Weakly Shared Deep Neural Networks  G Zhou, Z Zeng, JX Huang, T He
2016   Constrained Deep Transfer Feature Learning and its Applications  Y Wu, Q Ji
2016   Deep Transfer Learning for Person Re-identification  M Geng, Y Wang, T Xiang, Y Tian
2016   Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains  J Tang, X Shu, Z Li, GJ Qi, J Wang
2016   Texture Enhancement via High-Resolution Style Transfer for Single-Image Super-Resolution  IJ Ahn, WH Nam
2016   Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2016   Effects of Problem-Based Learning on Recognition Learning and Transfer Accounting for GPA and Goal Orientation  CM Bergstrom, KJ Pugh, MM Phillips, M Machlev
2016   Knowledge Transfer for Utterance Classification in Low-Resource Languages  A Smirnov, V Mendelev
2016   Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes  Q Dong, S Gong, X Zhu
2016   Person re-identification based on deep spatio-temporal features and transfer learning  S Wang, C Zhang, L Duan, L Wang, S Wu, L Chen
2016   Exploring deep features from brain tumor magnetic resonance images via transfer learning  R Liu, LO Hall, DB Goldgof, M Zhou, RA Gatenby
2016   Transfer learning with deep networks for saliency prediction in natural video  S Chaabouni, J Benois
2016   Makeup like a superstar: Deep Localized Makeup Transfer Network  S Liu, X Ou, R Qian, W Wang, X Cao
2016   Multi-source deep transfer learning for cross-sensor biometrics  C Kandaswamy, JC Monteiro, LM Silva, JS Cardoso
2016   Multiple Instance Learning For Model Ensemble And Meta-Data Transfer  Y Chen, L Cai, Y Zhao, F Hu
2016   Artistic style transfer for videos  M Ruder, A Dosovitskiy, T Brox
2016   Unsupervised texture transfer from images to model collections  TY Wang, H Su, Q Huang, J Huang, L Guibas, NJ Mitra
2016   Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training  I Ilievski, J Feng
2016   Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks  J Kabbara, JCK Cheung
2016   Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations  FJ Ordonez Morales, D Roggen
2016   Digital mammographic tumor classification using transfer learning from deep convolutional neural networks  BQ Huynh, H Li, ML Giger
2016   Students' perceptions about use of multimedia projectors for information transfer in class room-A single center experience.  N Ali
2016   Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction  JT Zhou, SJ Pan, IW Tsang, SS Ho
2016   Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks  J Park, RJ Javier, T Moon, Y Kim
2015   Joint probabilistic approach for real-time face recognition with transfer learning  NTN Wi, J Botzheim, N Kubota
2015   Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks  E Gavves, T Mensink, T Tommasi, CGM Snoek
2015   Robobarista: Object Part based Transfer of Manipulation Trajectories from Crowd-sourcing in 3D Pointclouds  J Sung, SH Jin, A Saxena
2015   Metric imitation by manifold transfer for efficient vision applications  D Dai, T Kroeger, R Timofte, L Van Gool
2015   Adaptive Road Detection via Context-aware Label Transfer  Q Wang, J Fang, Y Yuan
2015   Cross-lingual transfer learning during supervised training in low resource scenarios  A Das, M Hasegawa
2015   Knowledge Transfer Pre-training  Z Tang, D Wang, Y Pan, Z Zhang
2015   Lazy Transfer Learning  S Liu, K Fukumizu
2015   Deep Transfer Learning Ensemble for Classification  C Kandaswamy, LM Silva, LA Alexandre, JM Santos
2015   Transfer Learning for Speech and Language Processing  D Wang, TF Zheng
2015   Cross Modal Distillation for Supervision Transfer  S Gupta, J Hoffman, J Malik
2015   A method for medulloblastoma tumor differentiation based on convolutional neural networks and transfer learning  A Cruz
2015   Transfer learning method using multi-prediction deep Boltzmann machines for a small scale dataset  Y Sawada, K Kozuka
2015   Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition  H Rahmani, A Mian
2015   Representational Transfer in Deep Belief Networks  X Jiang
2015   Monza: Image Classification of Vehicle Make and Model Using Convolutional Neural Networks and Transfer Learning  D Liu, Y Wang
2015   Composite Sketch Recognition via Deep Network-A Transfer Learning Approach  P Mittal, M Vatsa, R Singh
2015   Knowledge Transfer in Deep Block-Modular Neural Networks  AV Terekhov, G Montone, JK O'Regan
2015   Transfer Learning using Computational Intelligence: A Survey  J Lu, V Behbood, P Hao, H Zuo, S Xue, G Zhang
2015   Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis  W Zhang, R Li, T Zeng, Q Sun, S Kumar, J Ye, S Ji
2015   Transfer of conflict and cooperation from experienced games to new games: A connectionist model of learning  L Spiliopoulos
2015   Simultaneous Deep Transfer Across Domains and Tasks  E Tzeng, J Hoffman, T Darrell, K Saenko
2015   Recurrent Neural Network Training with Dark Knowledge Transfer  D Wang, C Liu, Z Tang, Z Zhang, M Zhao
2015   Beyond Lowest-Warping Cost Action Selection in Trajectory Transfer  D Hadfield
2015   Feature Spaces-based Transfer Learning  H Zuo, G Zhang, V Behbood, J Lu
2015   What went wrong? A critical reflection on educator midwives' inability to transfer education knowledge  Y Botma, C Nyoni
2015   Robust face recognition via transfer learning for robot partner  W Tay, N Nuo, J Botzheim, CK Loo, N Kubota
2015   Deep Transfer Metric Learning  J Hu, J Lu, YP Tan
2015   Tagging Personal Photos with Transfer Deep Learning  J Fu, T Mei, K Yang, H Lu, Y Rui
2015   Improved Mispronunciation Detection with Deep Neural Network Trained Acoustic Models and Transfer Learning based Logistic Regression Classifiers  W Hu, Y Qian, FK Soong, Y Wang
2015   Deep Transfer Network: Unsupervised Domain Adaptation  X Zhang, FX Yu, SF Chang, S Wang
2015   Transfer learning for short-term wind speed prediction with deep neural networks  Q Hu, R Zhang, Y Zhou
2015   Net2Net: Accelerating Learning via Knowledge Transfer  T Chen, I Goodfellow, J Shlens
2015   Deep Learning-Based Image Kernel for Inductive Transfer  N Kumar, RD Sharma, A Karmakar, A Sethi
2015   The Multiverse Loss for Robust Transfer Learning  E Littwin, L Wolf
2015   A Deep Learning and Knowledge Transfer Based Architecture for Social Media User Characteristic Determination  M Riemer, S Krasikov, H Srinivasan
2015   Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation  X Shu, GJ Qi, J Tang, J Wang
2015   Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping  M Xie, N Jean, M Burke, D Lobell, S Ermon
2014   Transfer Learning for Video Recognition with Scarce Training Data  YC Su, TH Chiu, CY Yeh, H Huang, WH Hsu
2014   Inductive Transfer Deep Hashing for Image Retrieval  X Ou, L Yan, H Ling, C Liu, M Liu
2014   Cross-language transfer learning for deep neural network based speech enhancement  Y Xu, J Du, LR Dai, CH Lee
2014   Transfer Learning in Deep Belief Networks  L White
2014   Multimodal Transfer Deep Learning for Audio Visual Recognition  S Moon, S Kim, H Wang
2014   Representation Sharing and Transfer in Deep Neural Networks  D Yu, L Deng
2014   Deep Multi-Instance Transfer Learning  D Kotzias, M Denil, P Blunsom, N de Freitas