Deep Learning Publication Navigator - subtopic: generation


Year TitleAuthor
2017   LSDSem 2017: Exploring data generation methods for the story cloze test  M Bugert, Y Puzikov, A Rücklé, J Eckle
2017   Effective data generation for imbalanced learning using Conditional Generative Adversarial Networks  G Douzas, F Bacao
2017   Attentive Semantic Video Generation using Captions  T Marwah, G Mittal, VN Balasubramanian
2017   Image-to-Markup Generation with Coarse-to-Fine Attention  Y Deng, A Kanervisto, J Ling, AM Rush
2017   SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation  M Alzantot, S Chakraborty, MB Srivastava
2017   Sync-DRAW: Automatic Video Generation using Deep Recurrent A entive Architectures  T Marwah, VN Balasubramanian
2017   A Continuous Approach to Controllable Text Generation using Generative Adversarial Networks  DI Helgøy, M Lund
2017   The Driver's Assistant: Utilising Synthetic Data Generation and Deep Learning for Traffic Sign Classification  AG Stergiou, A Clark
2017   Student Involvement in Space Exploration: The Next Generation  F Bagenal, M Horanyi
2017   Topological Nodes Generation Using Anomaly Scores of WiFi Signal Strengths  N Kwak, S Yoon, S Park, J Kim, S Lee, K Roh
2017   DCFont: An End-To-End Deep Chinese Font Generation System  Y Jiang, Z Lian, Y Tang, J Xiao
2017   Multi-scale multi-class conditional generative adversarial network for handwritten character generation  J Liu, C Gu, J Wang, G Youn, JU Kim 
2017   Performance Analysis of Spark-DLF: Spark Based Distributed Deep Learning Framework for Article Headline Generation  A Khumoyun, Y Cui, M Kim, L Hanku 
2017   Pose Guided Person Image Generation  L Ma, X Jia, Q Sun, B Schiele, T Tuytelaars, L Van Gool
2017   Conditional CycleGAN for Attribute Guided Face Image Generation  Y Lu, YW Tai, CK Tang
2017   Face Generation for Low-Shot Learning Using Generative Adversarial Networks  J Choe, S Park, K Kim, J Hyun Park, D Kim, H Shim 
2017   MFRPN: Towards High-Quality Region Proposal Generation in Object Detection  X Hu 
2017   An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation  R Zhao, Q Ji
2017   A Hierarchical Recurrent Neural Network for Symbolic Melody Generation  J Wu, C Hu, Y Wang, X Hu, J Zhu 
2017   Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data  D Marmanis, W Yao, F Adam, M Datcu, P Reinartz 
2017   Efficient generation of image chips for training deep learning networks  S Han, A Farfard, J Kerekes, M Gartley, E Ientilucci
2017   Sum-Product Networks: The Next Generation of Deep Models  P Domingos
2017   Video Generation From Text  Y Li, MR Min, D Shen, D Carlson, L Carin
2017   Big Data to Big Knowledge for Next Generation Medicine: A Data Science Roadmap  T Sethi
2017   MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks  HW Dong, WY Hsiao, LC Yang, YH Yang
2017   Finger vein secure biometric template generation based on deep learning  Y Liu, J Ling, Z Liu, J Shen, C Gao
2017   AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks  T Xu, P Zhang, Q Huang, H Zhang, Z Gan, X Huang 
2017   Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes  Z Zheng, Z Yu, H Zheng, C Wang, N Wang 
2017   Language Generation with Recurrent Generative Adversarial Networks without Pre-training  O Press, A Bar, B Bogin, J Berant, L Wolf
2017   Globally scalable generation of high-resolution land cover from multispectral imagery  SC Stutts, BL Raskob, EJ Wenger
2017   Perception Driven Texture Generation  Y Gan, H Chi, Y Gao, J Liu, G Zhong, J Dong
2017   Representation Learning and Adversarial Generation of 3D Point Clouds  P Achlioptas, O Diamanti, I Mitliagkas, L Guibas
2017   Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning  Q Wu, P Wang, C Shen, I Reid, A Hengel 
2017   Automatic Goal Generation for Reinforcement Learning Agents  D Held, X Geng, C Florensa, P Abbeel
2017   Pose-Normalized Image Generation for Person Re-identification  X Qian, Y Fu, W Wang, T Xiang, Y Wu, YG Jiang, X Xue 
2017   Disentangled Person Image Generation  L Ma, Q Sun, S Georgoulis, L Van Gool, B Schiele 
2017   Automatic Image Caption Generation  S Kavitha, V Keerthana, A Bharanidharan
2017   Music Generation by Deep Learning-Challenges and Directions  JP Briot, F Pachet 
2017   Unified Classification and Generation Networks for Co-Creative Systems  KY Singh, N Davis, CP Hsiao, R Macias, B Lin
2017   Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs  C Esteban, SL Hyland, G Rätsch
2017   A Hierarchical and Regional Deep Learning Architecture for Image Description Generation  P Kinghorn, L Zhang, L Shao
2017   Learning to Hallucinate Face Images via Component Generation and Enhancement  Y Song, J Zhang, S He, L Bao, Q Yang
2017   Towards a design generation methodology  K Zhang, Y Bo, Y Yang
2017   Automatic and Fast PCM Generation for Occluded Object Detection in High-Resolution Remote Sensing Images  S Qiu, G Wen, Z Deng, Y Fan, B Hui
2017   Text Generation Based on Generative Adversarial Nets with Latent Variable  H Wang, Z Qin, T Wan 
2017   Manifold-valued Image Generation with Wasserstein Adversarial Networks  Z Huang, J Wu, L Van Gool 
2017   DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation  S Kalsi, H Kaur, V Chang 
2017   Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling  M Vania, D Mureja, D Lee 
2017   Adversarial Ranking for Language Generation  K Lin, D Li, X He, Z Zhang, MT Sun
2017   Adversarial Generation of Natural Language  S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville
2017   Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models  GL Guimaraes, B Sanchez
2017   Classification of G-protein coupled receptors based on a rich generation of convolutional neural network, N-gram transformation and multiple sequence alignments  M Li, C Ling, Q Xu, J Gao 
2017   Long Text Generation via Adversarial Training with Leaked Information  J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang
2017   Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network  C Jiang, P Marcus
2017   Toward Controlled Generation of Text  Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing
2017   Enhanced Experience Replay Generation for Efficient Reinforcement Learning  V Huang, T Ley, M Vlachou
2017   Using Deep learning methods for generation of a personalized list of shuffled songs  R Gindra, S Kotak, A Natekar, G Sharma 
2017   Performance Analysis of Spark Based Distributed Deep Learning Framework for Article Headline Generation  A Khumoyun, Y Cui, M Kim, H Lee
2017   Improved Adversarial Systems for 3D Object Generation and Reconstruction  E Smith, D Meger
2017   Model-Free Renewable Scenario Generation Using Generative Adversarial Networks  Y Chen, Y Wang, D Kirschen, B Zhang
2017   Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction  CH Lin, C Kong, S Lucey
2017   druGAN: an advanced generative adversarial autoencoder model for de-novo generation of new molecules with desired molecular properties in silico  A Kadurin, S Nikolenko, K Khrabrov, A Aliper
2017   Directional Edge Boxes: Exploiting Inner Normal Direction Cues for Effective Object Proposal Generation  X Bai, Z Zhang, HY Wang, W Shen
2017   On the Possibility of Conditional Adversarial Networks for SAR Template Generation  N Merkle, P Fischer, S Auer, R Müller
2017   MoCoGAN: Decomposing Motion and Content for Video Generation  S Tulyakov, MY Liu, X Yang, J Kautz
2017   News text generation with adversarial deep learning  F Månsson, F Månsson
2017   Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks  Y Liu, Z Qin, Z Luo, H Wang
2017   Stylized Adversarial AutoEncoder for Image Generation  Y Zhao, B Deng, J Huang, H Lu, XS Hua 
2017   Multi-View Data Generation Without View Supervision  M Chen, L Denoyer, T Artières 
2017   Deep learning hybrid method for islanding detection in distributed generation  X Kong, X Xu, Z Yan, S Chen, H Yang, D Han
2017   LEARning Next gEneration Rankers (LEARNER 2017)  N Ferro, C Lucchese, M Maistro, R Perego
2017   Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification  L Tian, S Wang
2017   Transformation-Grounded Image Generation Network for Novel 3D View Synthesis  E Park, J Yang, E Yumer, D Ceylan, AC Berg
2017   Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks  SH Bae, M Elgharib, M Hefeeda, W Matusik
2017   Generation of Human Depth Images with Body Part Labels for Complex Human Pose Recognition  K Nishi, J Miura
2017   Towards Visual Training Set Generation Framework  J Hůla, I Perfilieva, AAM Muzaheed
2017   Adversarial Examples Generation and Defense Based on Generative Adversarial Network  F Xia, R Liu
2017   Assessment of Accuracy of Patient-Initiated Differential Diagnosis Generation by Google Reverse Image Searching  M Perier
2017   Generative Cooperative Net for Image Generation and Data Augmentation  Q Xu, Z Qin, T Wan
2017   Conditional generation of multi-modal data using constrained embedding space mapping  S Chaudhury, S Dasgupta, A Munawar, MAS Khan
2017   A SeqGAN for Polyphonic Music Generation  S Lee, U Hwang, S Min, S Yoon 
2017   A modern compiler infrastructure for deep learning systems with adjoint code generation in a domain-specific IR  R Wei, V Adve, L Schwartz
2017   Data Arrangement And Generation Using Deep Belief Network  C Rajkumar, M Bheemlingamaiah
2017   Video Imagination from a Single Image with Transformation Generation  B Chen, W Wang, J Wang, X Chen, W Li
2017   Adversarial Feature Matching for Text Generation  Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen
2017   Parametrization and Generation of Geological Models with Generative Adversarial Networks  S Chan, AH Elsheikh
2017   CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation  W Hao, Z Zhang, H Guan 
2017   Parallel Imaging: A Unified Theoretical Framework for Image Generation  K WANG, Y LU, Y WANG, FY WANG
2016   Live Orchestral Piano, a system for real-time orchestral music generation  L Crestel, P Esling
2016   Algorithmic content generation for products  C Khatri, S Voleti, S Veeraraghavan, N Parikh, A Islam
2016   Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures  R Bernardi, R Cakici, D Elliott, A Erdem, E Erdem
2016   Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection  M Di Cicco, C Potena, G Grisetti, A Pretto
2016   Monet-Style Images Generation Using Recurrent Neural Networks  Y Zhao, D Xu
2016   Toward a new generation of ecological modelling techniques: Review and bibliometrics  C Guo, YS Park, Y Liu, S Lek
2016   Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints  S Lattner, M Grachten, G Widmer
2016   Incorporating long-range consistency in CNN-based texture generation  G Berger, R Memisevic
2016   Deep Reinforcement Learning for Dialogue Generation  J Li, W Monroe, A Ritter, D Jurafsky
2016   A Vision Enriched Intelligent Agent with Image Description Generation  L Zhang, B Fielding, P Kinghorn, K Mistry
2016   Conditional Image Generation with PixelCNN Decoders  A Oord, N Kalchbrenner, O Vinyals, L Espeholt
2016   Automatic scanpath generation with deep recurrent neural networks  D Simon, S Sridharan, S Sah, R Ptucha, C Kanan
2016   Spatio-Temporal Wardrobe Generation of Actors' Clothing in Video Content  F Vandecasteele, J Vervaeke, B Vandersmissen
2016   Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Generation Error Training  Z Wu, S King
2016   Deep Generative Models of Galaxy Images for the Calibration of the Next Generation of Weak Lensing Surveys  F Lanusse, S Ravanbakhsh, R Mandelbaum
2016   Morphology Generation for Statistical Machine Translation using Deep Learning Techniques  MR Costa
2016   The Role of in Vivo Teaching within Higher Education: Teaching and Inspiring the Next Generation of in Vivo Scientists  J Keeble
2016   Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures  G Mittal, T Marwah, V Balasubramanian
2016   Realtime control of sequence generation with character based Long Short Term Memory Recurrent Neural Networks  M Akten
2016   A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm  S Kamada, T Ichimura
2016   Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings  O Dušek, F Jurčíček
2016   Adaptive Visual Feedback Generation for Facial Expression Improvement with Multi-task Deep Neural Networks  T Kaneko, K Hiramatsu, K Kashino
2016   Ranking Model with a Reduced Feature Set for an Automated Question Generation System  MS Divate, A Salgaonkar
2016   A Point Set Generation Network for 3D Object Reconstruction from a Single Image  H Fan, H Su, L Guibas
2016   Speech recognition capability generation and control  Y Watanabe, A Rajasekaram, R Ramachandran
2016   Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks  J Kabbara, JCK Cheung
2016   Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation  M Li, W Zuo, D Zhang
2016   No more Autobahn! Scenic Route Generation Using Googles Street View  R Nina, P Samsonov, D Degraen, J Schöning
2016   No more Autobahn!: Scenic Route Generation Using Googles Street View  N Runge, P Samsonov, D Degraen, J Schöning
2016   Challenge: 4000 Years of Behavioral Conditioning Define the Designs of Face-to-Face Classrooms–Next Generation Learning Environments  L Scott
2016   LIBXSMM: accelerating small matrix multiplications by runtime code generation  A Heinecke, G Henry, M Hutchinson, H Pabst
2016   Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge  N Locascio, K Narasimhan, E DeLeon, N Kushman
2015   DRAW: A Recurrent Neural Network For Image Generation  K Gregor, I Danihelka, A Graves, D Wierstra
2015   Hierarchical stress modeling and generation in mandarin for expressive Text-to-Speech  Y Li, J Tao, K Hirose, X Xu, W Lai
2015   Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems  TH Wen, M Gasic, N Mrksic, PH Su, D Vandyke
2015   Show, Attend and Tell: Neural Image Caption Generation with Visual Attention  K Xu, J Ba, R Kiros, A Courville, R Salakhutdinov
2015   Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking  TH Wen, M Gašic, D Kim, N Mrkšic, PH Su, D Vandyke
2015   On End-to-End Program Generation from User Intention by Deep Neural Networks  L Mou, R Men, G Li, L Zhang, Z Jin
2015   Generation Of Synthetic Structural Magnetic Resonance Images For Deep Learning Pre-Training  E Castro, A Ulloa, SM Plis, JA Turner, VD Calhoun
2015   Sound Generation via Cross-Modal Transcoding  A Tibo, S UNIFI, S Conforti, L Brusci, M Gori, U IT
2015   Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks  LA Gatys, AS Ecker, M Bethge
2015   Training, Recognition, And Generation In A Spiking Deep Belief Network (Dbn)  VSR Annapureddy, DJ Julian, A Sarah
2015   End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning  L Zhang, L Lin, X Wu, S Ding, L Zhang
2015   VLIW Code Generation for a Convolutional Network Accelerator  M Peemen, W Pramadi, B Mesman, H Corporaal
2015   Data Generation as Sequential Decision Making  P Bachman, D Precup
2015   Prosody Generation Using Frame-based Gaussian Process Regression  T Koriyama, T Kobayashi
2015   Conditional generative adversarial nets for convolutional face generation  J Gauthier
2015   Attribute2Image: Conditional Image Generation from Visual Attributes  X Yan, J Yang, K Sohn, H Lee
2015   LIP movement generation using restricted Boltzmann machines for visual speech synthesis  ZC Liu, ZH Ling, LR Dai
2015   Efficient Generation of Energy and Performance Pareto Front for FPGA Designs  SR Kuppannagari, VK Prasanna
2015   14 Inference generation during online study and multimedia learning  KR Butcher, S Davies
2015   Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition  S Vajda, Y Rangoni, H Cecotti
2015   Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism  L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle
2015   Multimodal Deep Belief Network Based Link Prediction and User Comment Generation  F Liu, B Liu, C Sun, M Liu, X Wang
2015   Graphene nanoribbons (GNRs) are considered as a prospective material for the next generation of nanoelectroic devices. One of the important properties of GNRs in …  MMR Sazal, SK Biswas, MF Amin, K Murase
2014   Unsupervised generation of context-relevant training-sets for visual object recognition employing multilinguality  M Schoeler, F Wörgötter, J Papon, T Kulvicius
2014   Improving generation performance of speech emotion recognition by denoising autoencoders  L Chao, J Tao, M Yang, Y Li
2014   Learning a Recurrent Visual Representation for Image Caption Generation  X Chen, CL Zitnick
2014   Automatic Recognition and Generation of Affective Movements  AA Samadani
2014   The effects of spatial organization and student generation during self-regulated, online learning with domain overviews  C Stevens