Deep Learning Publication Navigator - subtopic: synthesis


Year TitleAuthor
2017   Motion Capture Synthesis with Adversarial Learning  Q Wang, T Artieres
2017   Integrating Articulatory Information in Deep Learning-based Text-to-Speech Synthesis  B Cao, M Kim, J van Santen, T Mau, J Wang
2017   Computer-aided solution for intellectual analysis and judicious selection of medically advanced antifungals synthesis conditions  TB Chistyakova, RV Makaruk, EE Musayev
2017   Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth  Y Huo, Z Xu, S Bao, A Assad, RG Abramson 
2017   PixelNN: Example-based Image Synthesis  A Bansal, Y Sheikh, D Ramanan
2017   A Recurrent Variational Autoencoder for Human Motion Synthesis  I Habibie, D Holden, J Schwarz, J Yearsley, T Komura
2017   Unsupervised Histopathology Image Synthesis  L Hou, A Agarwal, D Samaras, TM Kurc, RR Gupta 
2017   NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm  X Dai, H Yin, NK Jha 
2017   Deep Recurrent Neural Networks in Speech Synthesis Using a Continuous Vocoder  MS Al
2017   Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning  Z Wen, K Li, Z Huang, CH Lee, J Tao
2017   Deep MR to CT Synthesis Using Unpaired Data  PR Seevinck, CAT van den Berg, I Iˇsgum
2017   Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data  A Chartsias, T Joyce, R Dharmakumar, SA Tsaftaris
2017   Photographic Image Synthesis with Cascaded Refinement Networks  Q Chen, V Koltun
2017   GANs for Biological Image Synthesis  A Osokin, A Chessel, REC Salas, F Vaggi
2017   Partial plane sweep volume for deep learning based view synthesis  K Takeuchi, K Okami, D Ochi, H Kimata
2017   Uncertainty Quantification, Image Synthesis and Deformation Prediction for Image Registration  X Yang
2017   Synthesis and Recognition of Internet Celebrity Face Based on Deep Learning  J Zhou, G Zeng, J He, X Jia, L Shen 
2017   Recent Progress of Face Image Synthesis  Z Lu, Z Li, J Cao, R He, Z Sun
2017   Geometry Guided Adversarial Facial Expression Synthesis  L Song, Z Lu, R He, Z Sun, T Tan 
2017   Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks  A Sage, E Agustsson, R Timofte, L Van Gool 
2017   Learning Auxiliary Categorical Information For Speech Synthesis Based On Deep And Recurrent Neural Networks  Z Wen, K Li, Z Huang, J Tao, CH Lee
2017   Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework  S Yang, L Xie, X Chen, X Lou, D Huang, H Li
2017   Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis  P Lyu, X Bai, C Yao, Z Zhu, T Huang, W Liu
2017   Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis  J Zhao, L Xiong, PK Jayashree, J Li, F Zhao, Z Wang 
2017   Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks  Y Saito, S Takamichi, H Saruwatari
2017   Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis  B Bollepalli, L Juvela, P Alku
2017   Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation  T Neff, C Payer, D Štern, M Urschler
2017   Semantic Image Synthesis via Adversarial Learning  H Dong, S Yu, C Wu, Y Guo
2017   Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets  J Guo, B Lei, C Ding, Y Zhang
2017   Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis  A Kitchen, J Seah
2017   Two-Stream Convolutional Networks for Dynamic Texture Synthesis  M Tesfaldet, MA Brubaker, KG Derpanis
2017   Deep Neural Networks for Visual Reasoning, Program Induction, and Text-to-Image Synthesis  SE Reed
2017   Attribute-controlled face photo synthesis from simple line drawing  Q Guo, C Zhu, Z Xia, Z Wang, Y Liu
2017   Video Frame Synthesis using Deep Voxel Flow  Z Liu, R Yeh, X Tang, Y Liu, A Agarwala
2017   Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)  M Fulham
2017   Text-based sentential stress prediction using continuous lexical embedding for Mandarin speech synthesis  Y Zheng, Y Li, Z Wen, B Liu, J Tao
2017   Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces  H Zhang, VM Patel, BS Riggan, S Hu
2017   Program Synthesis Meets Deep Learning for Decoding Regulatory Networks  J Fisher, S Woodhouse
2017   Improved voicing decision using glottal activity features for statistical parametric speech synthesis  N Adiga, BK Khonglah, SRM Prasanna
2017   Transformation-Grounded Image Generation Network for Novel 3D View Synthesis  E Park, J Yang, E Yumer, D Ceylan, AC Berg
2017   Super-resolution Using Constrained Deep Texture Synthesis  L Sun, J Hays
2017   On The Synthesis Of Machine Learning and Automated Reasoning For An Artificial Synthetic Organic Chemist  M Yadav
2017   High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks  L Wang, VA Sindagi, VM Patel 
2017   StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Wang, X Huang 
2017   A modified convolutional neural network for face sketch synthesis  L Jiao, S Zhang, L Li, F Liu, W Ma 
2017   Back Projection: An Effective Postprocessing Method for GAN-based Face Sketch Synthesis  N Wang, W Zha, J Li, X Gao
2017   TextureGAN: Controlling Deep Image Synthesis with Texture Patches  W Xian, P Sangkloy, J Lu, C Fang, F Yu, J Hays
2017   Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder  Y Zhou, BE Shi
2017   Adversarial nets with perceptual losses for text-to-image synthesis  M Cha, Y Gwon, HT Kung
2016   Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding  MJ Shafiee, A Wong
2016   Learning history by composing synthesis texts: effects of an instructional programme on learning, reading and writing processes, and text quality  I Martínez, MM Mateos Sanz, E Martín, G Rijlaarsdam
2016   Texture Synthesis Using Shallow Convolutional Networks with Random Filters  I Ustyuzhaninov, W Brendel, LA Gatys, M Bethge
2016   Investigating gated recurrent neural networks for speech synthesis  Z Wu, S King
2016   Deep Learning for Statistical Parametric Speech Synthesis  ZH Ling
2016   DBN-based Spectral Feature Representation for Statistical Parametric Speech Synthesis  YJ Hu, ZH Ling
2016   Implications: Synthesis of Findings, Resistance, and Alternatives  A Kempf
2016   StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang
2016   Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks  MJ Shafiee, A Mishra, A Wong
2016   Multi-output RNN-LSTM for multiple speaker speech synthesis and adaptation  S Pascual, A Bonafonte
2016   Texture Networks: Feed-forward Synthesis of Textures and Stylized Images  D Ulyanov, V Lebedev, A Vedaldi, V Lempitsky
2016   Recent research development and new challenges in analog layout synthesis  MPH Lin, YW Chang, CM Hung
2016   Generative Adversarial Text to Image Synthesis  S Reed, Z Akata, X Yan, L Logeswaran, B Schiele
2016   View Synthesis by Appearance Flow  T Zhou, S Tulsiani, W Sun, J Malik, AA Efros
2016   Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning  Y Li, A Esteva, B Kuprel, R Novoa, J Ko, S Thrun
2016   Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Generation Error Training  Z Wu, S King
2016   Speech Synthesis Based on Hidden Markov Models and Deep Learning  M Coto
2016   EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis  MSM Sajjadi, B Schölkopf, M Hirsch
2016   Connectionist multivariate density-estimation and its application to speech synthesis  B Uria
2016   Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks  C Li, M Wand
2016   Multi-digit Image Synthesis Using Recurrent Conditional Variational Autoencoder  H Sun, W Xu, C Deng, Y Tan
2016   Ensemble Deep Neural Network Based Waveform-Driven Stress Model for Speech Synthesis  BP Tóth, KI Kis, G Szaszák, G Németh
2016   Whole Image Synthesis Using a Deep Encoder-Decoder Network  V Sevetlidis, MV Giuffrida, SA Tsaftaris
2016   Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Trajectory Error Training  Z Wu, S King
2016   Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks  T Xue, J Wu, KL Bouman, WT Freeman
2016   Medical Image Synthesis with Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen
2016   Feature synthesis with deep learning for data science challenges  CN Tran
2016   Towards Realizing Sign Language-to-Speech Conversion by Combining Deep Learning and Statistical Parametric Speech Synthesis  X An, H Yang, Z Gan
2016   Bidirectional LSTM Networks Employing Stacked Bottleneck Features for Expressive Speech-Driven Head Motion Synthesis  K Haag, H Shimodaira
2016   Investigating Gated Recurrent Networks For Speech Synthesis  Z Wu, S King
2016   Learning strategies: a synthesis and conceptual model  JAC Hattie, GM Donoghue
2016   Investigating Very Deep Highway Networks for Parametric Speech Synthesis  X Wang, S Takaki, J Yamagishi
2016   Merlin: An Open Source Neural Network Speech Synthesis System  Z Wu, O Watts, S King
2015   Analysis and synthesis of 3D shape families via deep‐learned generative models of surfaces  H Huang, E Kalogerakis, B Marlin
2015   A Waveform Representation Framework for High-quality Statistical Parametric Speech Synthesis  B Fan, SW Lee, X Tian, L Xie, M Dong
2015   Analysis and Synthesis of Stochastic Nonlinear Systems  S Zhong, J Cheng, J Cao, P Balasubramaniam, H Du
2015   F0 Modeling In Hmm-Based Speech Synthesis System Using Deep Belief Network  S Mukherjee, SKD Mandal
2015   Duration Refinement for Hybrid Speech Synthesis System using Random Forest  R Zhang, X Lou, Q Wu
2015   Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks  LA Gatys, AS Ecker, M Bethge
2015   A study of speaker adaptation for DNN-based speech synthesis  Z Wu, P Swietojanski, C Veaux, S Renals, S King
2015   Expressive talking avatar synthesis and animation  L Xie, J Jia, H Meng, Z Deng, L Wang
2015   Text-to-speech synthesis system with Arabic diacritic recognition system  I Rebai, Y BenAyed
2015   LIP movement generation using restricted Boltzmann machines for visual speech synthesis  ZC Liu, ZH Ling, LR Dai
2015   Data driven articulatory synthesis with deep neural networks  S Aryal, R Gutierrez
2015   Soft context clustering for F0 modeling in HMM-based speech synthesis  S Khorram, H Sameti, S King
2015   Texture Synthesis Using Convolutional Neural Networks  L Gatys, AS Ecker, M Bethge
2015   Weakly-supervised disentangling with recurrent transformations for 3d view synthesis  J Yang, SE Reed, MH Yang, H Lee
2015   Unsupervised Learning by Program Synthesis  K Ellis, A Solar
2015   Deep Neural Networks Employing Multi-Task Learning And Stacked Bottleneck Features For Speech Synthesis  Z Wu, C Valentini
2014   Parametric Speech Synthesis Using Local and Global Sparse Gaussian  T Koriyama, T Nose, T Kobayashi
2014   A Deep Learning Approach to Data-driven Parameterizations for Statistical Parametric Speech Synthesis  PK Muthukumar, AW Black
2014   An Investigation of Implementation and Performance Analysis of DNN Based Speech Synthesis System  Z Chen, K Yu
2014   Higher-Order Thinking in an Online World: Toward a Theory of Web-Mediated Knowledge Synthesis  M DeSchryver