Bidirectional Recurrent Neural Networks as Generative Models -
Reconstructing Gaps in Time Series

Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series

7 April 2015

Mathias Berglund

L. Kärkkäinen

Papers citing "Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series"

15 / 15 papers shown

Title
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 38 107 0 13 Oct 2022
A Latent Feature Analysis-based Approach for Spatio-Temporal Traffic Data Recovery Yuting Ding Dingjie Wu 16 0 0 16 Aug 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 43 32 0 10 Mar 2022
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
Dynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns Yuebing Liang Zhan Zhao Lijun Sun GNN AI4TS 35 61 0 17 Sep 2021
Sequence Generation using Deep Recurrent Networks and Embeddings: A study case in music Sebastian Garcia-Valencia Alejandro Betancourt Juan Guillermo Lalinde Pulido MGen 25 6 0 02 Dec 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 27 4 0 24 Nov 2020
Convolutional Autoencoders for Human Motion Infilling Manuel Kaufmann Emre Aksan Mingli Song Fabrizio Pece R. Ziegler Otmar Hilliges 3DH 15 97 0 22 Oct 2020
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models Elman Mansimov Alex Jinpeng Wang Sean Welleck Kyunghyun Cho AIMat 25 46 0 29 May 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 24 114 0 24 May 2019
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao Hao Zhou Lili Mou Rui Yan Lei Li 31 191 0 14 Nov 2018
Deep Segment Hash Learning for Music Generation Kevin Joslyn Naifan Zhuang K. Hua 8 6 0 30 May 2018
BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao Dong Wang Jian Li Hao Zhou Lei Li Yitan Li AI4TS 28 604 0 27 May 2018
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning Q. Sun Stefan Lee Dhruv Batra BDL 30 43 0 24 May 2017
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs Li Jing Yichen Shen T. Dubček J. Peurifoy S. Skirlo Yann LeCun Max Tegmark Marin Soljacic 17 176 0 15 Dec 2016