Deep Learning Publication Navigator - subtopic: supervised


Year TitleAuthor
2017   An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks  HAN Wei, X ZHANG, SUN Meng, LI Li, SHI Wenhua
2017   Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network  S Kwak, S Hong, B Han
2017   Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   Semi Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   Nurturing as Safe Exploration Promotes the Evolution of Generalized Supervised Learning  B Hoke
2017   Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation  A Roy, S Todorovic
2017   Deep Supervised and Contractive Neural Network for SAR Image Classification  J Geng, H Wang, J Fan, X Ma
2017   Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human …  S Hong, S Kwak, B Han 
2017   Discovery of Rare Phenotypes in Cellular Images Using Weakly Supervised Deep Learning  H Sailem, M Arias
2017   Large-scale weakly supervised audio classification using gated convolutional neural network  Y Xu, Q Kong, W Wang, MD Plumbley
2017   WESPE: Weakly Supervised Photo Enhancer for Digital Cameras  A Ignatov, N Kobyshev, R Timofte, K Vanhoey
2017   Supervised deep hashing for image content security  Y Ma, D Yang, H Xie, J Yin 
2017   Weakly Supervised Semantic Segmentation Based on Co-segmentation  T Shen, G Lin, L Liu, C Shen, I Reid
2017   Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data  T Kurth, J Zhang, N Satish, I Mitliagkas, E Racah
2017   Alzheimer's disease diagnostics by a 3D deeply supervised adaptable convolutional network.  E Hosseini
2017   Stable Spike-Timing Dependent Plasticity Rule for Multilayer Unsupervised and Supervised Learning  A Shrestha, K Ahmed, Y Wang, Q Qiu
2017   Supervised Speech Separation Based on Deep Learning: An Overview  DL Wang, J Chen
2017   Smart Library: Identifying Books on Library Shelves using Supervised Deep Learning for Scene Text Reading  X Yang, D He, W Huang, A Ororbia, Z Zhou, D Kifer
2017   Supervised non-negative tensor factorization for automatic hyperspectral feature extraction and target discrimination  D Anderson, A Bapst, J Coon, A Pung, M Kudenov
2017   Supervised Deep Hashing for Scalable Face Image Retrieval  J Tang, Z Li, X Zhu
2017   Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer  C Li, J Guo, C Guo 
2017   Computer-aided assessment of breast density: Comparison of supervised deep learning and feature based statistical learning  S Li, J Wei, HP Chan, MA Helvie, MA Roubidoux, Y Lu 
2017   Deep Supervised Hashing for Multi-Label and Large-Scale Image Retrieval  D Wu, Z Lin, B Li, M Ye, W Wang
2017   The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI  Z Chen, D Yi
2017   A weakly supervised road extraction approach via deep convolutional nets based image segmentation  W Xia, N Zhong, D Geng, L Luo
2017   Supervised Adversarial Domain Adaptation  S Motiian, Q Jones, G Doretto 
2017   DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement  C Li, J Guo, F Porikli, C Guo, H Fu, X Li 
2017   Multi-level deep supervised networks for retinal vessel segmentation  J Mo, L Zhang
2017   Weakly Supervised Generative Adversarial Networks for 3D Reconstruction  JY Gwak, CB Choy, A Garg, M Chandraker, S Savarese
2017   Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis  G Pons, D Masip
2017   Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation  T Neff, C Payer, D Štern, M Urschler
2017   Supervised hash coding with deep neural network for environment perception of intelligent vehicles  C Yan, H Xie, D Yang, J Yin, Y Zhang, Q Dai
2017   Automatic Analysis of Facial Actions: Learning from Transductive, Supervised and Unsupervised Frameworks  WS Chu
2017   Supervised Dictionary Learning with Smooth Shrinkage for Image Denoising  K Zhang, L Zhang
2017   Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks  HF Yang, K Lin, CS Chen
2017   Pulmonary nodule diagnosis using dual‐modal supervised autoencoder based on extreme learning machine  Y Qiang, L Ge, X Zhao, X Zhang, X Tang
2017   Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology  MF Rachmadi, MC Valdés
2017   Conditional High-order Boltzmann Machines for Supervised Relation Learning  W Wang, T Tan
2017   Deep Patch Learning for Weakly Supervised Object Classification and Discovery  P Tang, X Wang, Z Huang, X Bai, W Liu
2017   Disambiguating named entities with deep supervised learning via crowd labels  LK Zhou, SL Tang, J Xiao, F Wu, Y Zhuang
2017   Novel directional patterns and a Generalized Supervised Dimension Reduction System (GSDRS) for facial emotion recognition  AS Alphonse, D Dharma
2017   A deep stacked wavelet auto-encoders to supervised feature extraction to pattern classification  S Hassairi, R Ejbali, M Zaied
2017   Personalized Acoustic Modeling By Weakly Supervised Multi-Task Deep Learning Using Acoustic Tokens Discovered From …  CK Wei, CT Chung, HY Lee, LS Lee
2017   Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning  F Chen, R Ji, J Su, D Cao, Y Gao
2017   Pseudo-labels for supervised learning on event-based data  NFY Chen
2017   Supervised local error estimation for nonlinear image registration using convolutional neural networks  KAJ Eppenhof, JPW Pluim
2017   Applying Techniques in Supervised Deep Learning to Steering Angle Prediction in Autonomous Vehicles  P Penkov, V Sriram, J Ye
2017   Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition  HFM Zaki, F Shafait, A Mian
2017   3D Deeply Supervised Network for Automated Segmentation of Volumetric Medical Images  Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng
2017   Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning  FE Curtis, K Scheinberg
2017   Learning image features by convolutional networks under supervised data constraint= Aprendendo características de imagens por redes convolucionais sob restrição …  AZ Peixinho
2017   Supervised Deep Feature Extraction for Hyperspectral Image Classification  B Liu, X Yu, P Zhang, A Yu, Q Fu, X Wei 
2016   Column Sampling based Discrete Supervised Hashing  WC Kang, WJ Li, ZH Zhou
2016   Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification  Y Zhang, EDUK Lee, EDUH Lee, U EDU
2016   Coral Reef Fish Detection and Recognition in Underwater Videos by Supervised Machine Learning: Comparison Between Deep Learning and HOG+ SVM Methods  T Claverie, D Mouillot
2016   End-to-End Kernel Learning with Supervised Convolutional Kernel Networks  J Mairal
2016   A weakly supervised activity recognition framework for real-time synthetic biology laboratory assistance  C Lavania, S Thulasidasan, A LaMarca, J Scofield
2016   Weakly Supervised Change Detection in a Pair of Images  SH Khan, X He, M Bennamoun, F Porikli, F Sohel
2016   Sequentially Supervised Long Short-Term Memory for Gesture Recognition  P Wang, Q Song, H Han, J Cheng
2016   Simple Does It: Weakly Supervised Instance and Semantic Segmentation  A Khoreva, R Benenson, J Hosang, M Hein, B Schiele
2016   Supervised Learning with Quantum-Inspired Tensor Networks  EM Stoudenmire, DJ Schwab
2016   Music staff removal with supervised pixel classification  J Calvo
2016   Genome-Wide Prediction of cis-Regulatory Regions Using Supervised Deep Learning Methods  Y Li, W Shi, WW Wasserman
2016   Maximum margin hashing with supervised information  H Yang, X Bai, Y Liu, Y Wang, L Bai, J Zhou, W Tang
2016   Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation  X Liu, A Zhang, T Tiecke, A Gros, TS Huang
2016   Single Sample Face Recognition from Video via Stacked Supervised Auto-encoder  PJS Vega, RQ Feitosa, VHA Quirita, PN Happ
2016   3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes  Q Dou, H Chen, Y Jin, L Yu, J Qin, PA Heng
2016   Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network  E Hosseini
2016   Weakly Supervised Cascaded Convolutional Networks  A Diba, V Sharma, A Pazandeh, H Pirsiavash
2016   Sentiment analysis for Odia language using supervised classifier: an information retrieval in Indian language initiative  SK Sahu, P Behera, DP Mohapatra, RC Balabantaray
2016   Supervised deep segmentation network for brain extraction  A Sikka, G Mittal, DR Bathula, NC Krishnan
2016   Supervised Image Classification Using Deep Convolutional Wavelets Network  S Hassairi, R Ejbali, M Zaied
2016   Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting.  W Ren, K Huang, D Tao, T Tan
2016   Rate-Distortion Bounds on Bayes Risk in Supervised Learning  M Nokleby, A Beirami, R Calderbank
2016   Weakly Supervised Learning of Affordances  A Srikantha, J Gall
2016   Novel Approaches for Diagnosing Melanoma Skin Lesions Through Supervised and Deep Learning Algorithms  J Premaladha, KS Ravichandran
2016   Semi Supervised Autoencoder  A Gogna, A Majumdar
2016   Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation  Y Wang, J Liu, Y Li, J Fu, M Xu, H Lu
2016   Supervised learning based on temporal coding in spiking neural networks  H Mostafa
2016   Weakly Supervised Localization using Deep Feature Maps  AJ Bency, H Kwon, H Lee, S Karthikeyan
2016   Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking  G Ning, Z Zhang, C Huang, Z He, X Ren, H Wang
2016   WarpNet: Weakly Supervised Matching for Single-view Reconstruction  A Kanazawa, DW Jacobs, M Chandraker
2016   ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization  V Kantorov, M Oquab, M Cho, I Laptev
2016   Deep extractive networks for supervised learning  S Zhou, H Zou, C Liu, M Zang, Z Zhang, J Yue
2016   Integration of Unsupervised and Supervised Criteria for Deep Neural Networks Training  F Zamora
2016   Self-Transfer Learning for Weakly Supervised Lesion Localization  S Hwang, HE Kim
2016   Deep multi-task learning with low level tasks supervised at lower layers  A Søgaard, Y Goldberg
2016   FAST-MDL: Fast Adaptive Supervised Training of multi-layered deep learning models for consistent object tracking and classification  N Doulamis, A Voulodimos
2016   Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition  Z Wang, L Wang, Y Wang, B Zhang, Y Qiao
2016   Supervised and Unsupervised Sound Retrieval by Vocal Imitation  Y Zhang, Z Duan
2016   Application of Supervised Deep Learning to Hyper Spectral Bathymetry Problem with TensorFlow  AJ Stein, T Kubota
2016   Advanced Supervised Spectral Classifiers for Hyperspectral Images: A Review  P Ghamisi, J Plaza, Y Chen, J Li, A Plaza
2016   Self Paced Deep Learning for Weakly Supervised Object Detection  E Sangineto, M Nabi, D Culibrk, N Sebe
2015   SHOE: Supervised Hashing with Output Embeddings  S Bondugula, V Manjunatha, LS Davis, D Doermann
2015   Deep Extreme Learning Machines: Supervised Autoencoding Architecture for Classification  MD Tissera, MD McDonnell
2015   Network in Network based Weakly Supervised Learning for Visual Tracking  Y Chen, X Yang, B Zhong, H Zhang, C Lin
2015   Cross-lingual transfer learning during supervised training in low resource scenarios  A Das, M Hasegawa
2015   Supervised Learning of Semantics-Preserving Hashing via Deep Neural Networks for Large-Scale Image Search  HF Yang, K Lin, CS Chen
2015   Supervised Speech Separation Using Deep Neural Networks  Y Wang
2015   Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning  Y Huang, W Wang, L Wang
2015   Soft sensor development for nonlinear and time‐varying processes based on supervised ensemble learning with improved process state partition  W Shao, X Tian, P Wang
2015   Neuron Clustering for Mitigating Catastrophic Forgetting in Supervised and Reinforcement Learning  BF Goodrich
2015   A comparative evaluation of supervised and unsupervised representation learning approaches for anaplastic medulloblastoma differentiation  A Cruz
2015   A novel supervised approach to learning efficient kernel descriptors for high accuracy object recognition  B Xie, Y Liu, H Zhang, J Yu
2015   Constrained Convolutional Neural Networks for Weakly Supervised Segmentation  D Pathak, P Krähenbühl, T Darrell
2015   Weakly Supervised Fine-Grained Image Categorization  Y Zhang, X Wei, J Wu, J Cai, J Lu, VA Nguyen, MN Do
2015   Supervised descent method with low rank and sparsity constraints for robust face alignment  Y Sun, B Hu, J Deng, X Li
2015   QBDC: Query by dropout committee for training deep supervised architecture  M Ducoffe, F Precioso
2015   Explicit knowledge extraction in information-theoretic supervised multi-layered SOM  R Kamimura
2015   Feature Learning based Deep Supervised Hashing with Pairwise Labels  WJ Li, S Wang, WC Kang
2015   Similarity-based Text Recognition by Deeply Supervised Siamese Network  E Hosseini
2015   Comparative Study Of Machine Learning Techniques For Supervised Classification Of Biomedical Data  PD AR, SM Zdenek
2015   Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer Detection  H Chen, H Zhao, J Shen, R Zhou, Q Zhou
2015   A rate-distortion framework for supervised learning  M Nokleby, A Beirami, R Calderbank
2015   Supervised Denoising Pre-Training for Robust ASR with DNN-HMM  SJ KANG, KH LEE, NS KIM
2015   Online Supervised Hashing for Ever-Growing Datasets  F Cakir, SA Bargal, S Sclaroff
2015   Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets  D Rueda
2014   Deep Distributed Random Samplings for Supervised Learning: An Alternative to Random Forests?  XL Zhang
2014   Weakly Supervised Object Segmentation with 004 dwaeConvolutional Neural Networks  PHO Pinheiro, R Collobert
2014   Supervised non-negative matrix factorization for audio source separation  P Sprechmann, AM Bronstein, G Sapiro
2014   Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm  J Zhu, J Mao, AL Yuille
2014   Nonlinear Supervised Locality Preserving Projections for Visual Pattern Discrimination  EM Rehn, H Sprekeler
2014   Supervised feature learning via ℓ2-norm regularized logistic regression for 3D object recognition  F Zou, Y Wang, Y Yang, K Zhou, Y Chen, J Song
2014   Extended Supervised Descent Method for Robust Face Alignment  L Liu, J Hu, S Zhang, W Deng
2014   Supervised Speech Separation And Processing  K Han
2014   Graph-Based Supervised Automatic Target Detection  G Mishne, R Talmon, I Cohen
2014   A Novel Neural Topic Model and Its Supervised Extension  Z Cao, S Li, Y Liu, W Li, H Ji