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A Recurrent Latent Variable Model for Sequential Data

7 June 2015

Aaron Courville

Papers citing "A Recurrent Latent Variable Model for Sequential Data"

50 / 635 papers shown

Title
Training Latent Variable Models with Auto-encoding Variational Bayes: A Tutorial Yang Zhi-Han BDL DRL 64 5 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 113 207 0 15 Aug 2022
Jazz Contrafact Detection C. Bunks Tillman Weyde 29 1 0 01 Aug 2022
Variational Temporal Deconfounder for Individualized Treatment Effect Estimation from Longitudinal Observational Data Zheng Feng M. Prosperi Jiang Bian CML 47 0 0 23 Jul 2022
Markovian Gaussian Process Variational Autoencoders Harrison Zhu Carles Balsells Rodas Yingzhen Li BDL AI4TS 111 17 0 12 Jul 2022
Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision Lingyu Zhu Esa Rahtu Hang Zhao MDE 95 5 0 03 Jul 2022
Learning Deep Input-Output Stable Dynamics Yuji Okamoto Ryosuke Kojima OOD 65 5 0 27 Jun 2022
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes Vinayak Gupta Srikanta J. Bedathur Sourangshu Bhattacharya A. De AI4TS 92 13 0 23 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 105 47 0 13 Jun 2022
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension Reductions Ryan Lopez P. Atzberger AI4CE 116 8 0 10 Jun 2022
Estimating counterfactual treatment outcomes over time in complex multiagent scenarios Keisuke Fujii Koh Takeuchi Atsushi Kuribayashi Naoya Takeishi Yoshinobu Kawahara K. Takeda CML 78 15 0 04 Jun 2022
Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction Masaki Teranishi Kazushi Tsutsui K. Takeda Keisuke Fujii 82 23 0 04 Jun 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models Yi-Chuan Liang J. Tenenbaum T. Le N. Siddharth 74 8 0 03 Jun 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 75 0 0 01 Jun 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian D. Weilbach Frank Wood DiffM BDL VGen 234 298 0 23 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 285 368 0 21 May 2022
CARNet: A Dynamic Autoencoder for Learning Latent Dynamics in Autonomous Driving Tasks A. Pak Hemanth Manjunatha Dimitar Filev Panagiotis Tsiotras 40 5 0 18 May 2022
Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance Zijian Li Ruichu Cai Jiawei Chen Yuguang Yan Wei Chen Keli Zhang Junjian Ye CML TTA AI4TS 64 5 0 07 May 2022
Generative methods for sampling transition paths in molecular dynamics T. Lelièvre Geneviève Robin Inass Sekkat G. Stoltz Gabriel Victorino Cardoso GAN 46 9 0 05 May 2022
Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization Wei Wei Hengguan Huang Xiangming Gu Hao Wang Ye Wang BDL 69 0 0 05 May 2022
Variational Heteroscedastic Volatility Model Zexuan Yin P. Barucca AI4TS 56 0 0 11 Apr 2022
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler OOD TTA AI4TS 80 33 0 07 Apr 2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 105 13 0 04 Apr 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 162 268 0 16 Mar 2022
SocialVAE: Human Trajectory Prediction using Timewise Latents Pei Xu J. Hayet Ioannis Karamouzas 92 94 0 15 Mar 2022
LiP-Flow: Learning Inference-time Priors for Codec Avatars via Normalizing Flows in Latent Space Emre Aksan Shugao Ma Akin Caliskan Stanislav Pidhorskyi Alexander Richard S. Wei Jason M. Saragih Otmar Hilliges 3DH 40 1 0 15 Mar 2022
Information-Theoretic Odometry Learning Sen Zhang Jing Zhang Dacheng Tao 63 5 0 11 Mar 2022
Triangular Character Animation Sampling with Motion, Emotion, and Relation Yizhou Zhao Liang Qiu Wensi Ai Pan Lu Song-Chun Zhu 112 1 0 09 Mar 2022
Monitoring Time Series With Missing Values: a Deep Probabilistic Approach Oshri Barazani David Tolpin AI4TS 44 0 0 09 Mar 2022
How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting Alessio Monti Angelo Porrello Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 65 51 0 09 Mar 2022
KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios Deepthi Sen Indrasis Chakraborty Soumya Kundu A. Reiman I. Beil Andy Eiden 90 2 0 05 Mar 2022
Interpretable Latent Variables in Deep State Space Models Haoxuan Wu David S. Matteson M. Wells BDL AI4TS 65 0 0 03 Mar 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 92 11 0 01 Mar 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 86 8 0 28 Feb 2022
"If you could see me through my eyes": Predicting Pedestrian Perception Julian Petzold Mostafa Wahby F. Stark Ulrich Behrje Heiko Hamann 71 3 0 28 Feb 2022
Inkorrect: Online Handwriting Spelling Correction Andrii Maksai H. Rowley Jesse Berent C. Musat 56 3 0 28 Feb 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 120 21 0 28 Feb 2022
Neural Generalised AutoRegressive Conditional Heteroskedasticity Zexuan Yin P. Barucca CML BDL AI4TS 38 2 0 23 Feb 2022
Benchmarking Generative Latent Variable Models for Speech Jakob Drachmann Havtorn Lasse Borgholt Søren Hauberg J. Frellsen Lars Maaløe 66 3 0 22 Feb 2022
Variational Neural Temporal Point Process Deokjun Eom Sehyun Lee Jaesik Choi BDL AI4TS 66 2 0 17 Feb 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 73 5 0 17 Feb 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion Ling Yang linda Qiao AI4TS 121 125 0 08 Feb 2022
Estimating the Euclidean quantum propagator with deep generative modeling of Feynman paths Yanming Che C. Gneiting Franco Nori 75 6 0 06 Feb 2022
Active Audio-Visual Separation of Dynamic Sound Sources Sagnik Majumder Kristen Grauman 98 21 0 02 Feb 2022
Tutorial on amortized optimization Brandon Amos OffRL 177 48 0 01 Feb 2022
CVAE-H: Conditionalizing Variational Autoencoders via Hypernetworks and Trajectory Forecasting for Autonomous Driving Geunseob Oh H. Peng 58 14 0 24 Jan 2022
Mixture of basis for interpretable continual learning with distribution shifts Mengda Xu Sumitra Ganesh Pranay Pasula OOD 67 1 0 05 Jan 2022
Variational Stacked Local Attention Networks for Diverse Video Captioning Tonmoay Deb Akib Sadmanee Kishor Kumar Ahsan Ali M. Ashraful Mahbubur Rahman 57 8 0 04 Jan 2022
Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning Giseung Park Sungho Choi Y. Sung OffRL 52 3 0 10 Dec 2021
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams Tahiya Chowdhury Murtadha M. N. Aldeer Shantanu Laghate Jorge Ortiz AI4TS 50 2 0 06 Dec 2021