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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"

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Title
Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features Hakyung Sung Karla Csuros Min-Chang Sung 34 0 0 10 Jun 2025
Wavelet-based Disentangled Adaptive Normalization for Non-stationary Times Series Forecasting Junpeng Lin Tian-Shing Lan Bo Zhang Ke Lin Dandan Miao Huiru He Jiantao Ye Chen Zhang Yan-fu Li AI4TS 54 0 0 06 Jun 2025
Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer Xinyue Hu Zhibin Duan Bo Chen Mingyuan Zhou UQCV BDL 166 0 0 28 May 2025
SimProcess: High Fidelity Simulation of Noisy ICS Physical Processes Denis Donadel Gabriele Crestanello Giulio Morandini Daniele Antonioli Mauro Conti Massimo Merro 23 0 0 28 May 2025
Learning Latent Variable Models via Jarzynski-adjusted Langevin Algorithm James Cuin Davide Carbone O. Deniz Akyildiz 63 0 0 23 May 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning Ruichu Cai Junjie Wan Weilin Chen Zeqin Yang Zijian Li Peng Zhen Jiecheng Guo CML 165 1 0 08 May 2025
A Dynamic, Ordinal Gaussian Process Item Response Theoretic Model Yehu Chen Jacob Montgomery Roman Garnett 46 0 0 03 Apr 2025
BEAC: Imitating Complex Exploration and Task-oriented Behaviors for Invisible Object Nonprehensile Manipulation Hirotaka Tahara Takamitsu Matsubara 104 0 0 21 Mar 2025
Stochastic Trajectory Prediction under Unstructured Constraints Hao Ma Zhiqiang Pu Shijie Wang Boyin Liu Huimu Wang Yanyan Liang Jianqiang Yi 92 0 0 18 Mar 2025
Versatile Physics-based Character Control with Hybrid Latent Representation Jinseok Bae Jungdam Won Donggeun Lim I. Hwang Y. Kim 92 0 0 17 Mar 2025
Deep Belief Markov Models for POMDP Inference Giacomo Arcieri K. Papakonstantinou D. Štraub Eleni Chatzi 86 0 0 17 Mar 2025
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 114 0 0 25 Feb 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Gang Hua OOD CML BDL AI4TS 110 0 0 23 Feb 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 137 3 0 20 Feb 2025
Learning Strategy Representation for Imitation Learning in Multi-Agent Games Shiqi Lei Kanghon Lee Linjing Li Jinkyoo Park OffRL 102 0 0 17 Feb 2025
Habitizing Diffusion Planning for Efficient and Effective Decision Making Haofei Lu Yifei Shen Dongsheng Li Junliang Xing Dongqi Han 138 0 0 10 Feb 2025
Control-ITRA: Controlling the Behavior of a Driving Model Vasileios Lioutas Adam Scibior Matthew Niedoba Berend Zwartsenberg Frank Wood 409 0 0 17 Jan 2025
Towards Secure AI-driven Industrial Metaverse with NFT Digital Twins Ravi Prakash Tony Thomas 80 1 0 20 Dec 2024
Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness Anton Johansson Arunselvan Ramaswamy AI4TS OOD 44 0 0 14 Nov 2024
Time-Causal VAE: Robust Financial Time Series Generator Beatrice Acciaio Stephan Eckstein Songyan Hou AI4TS 97 2 0 05 Nov 2024
Recursive Learning of Asymptotic Variational Objectives Alessandro Mastrototaro Mathias Müller Jimmy Olsson 60 0 0 04 Nov 2024
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports Guillem Capellera Luis Ferraz Antonio Rubio Antonio Agudo Francesc Moreno-Noguer 92 3 0 23 Oct 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 80 1 0 17 Oct 2024
Towards Cost Sensitive Decision Making Yang Li Junier Oliva OffRL 41 0 0 04 Oct 2024
Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems Doris Voina Steven Brunton J. Nathan Kutz DiffM 79 2 0 02 Oct 2024
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots Peilin Wu Weiji Xie Jiahang Cao H. Lai Weinan Zhang 88 2 0 26 Sep 2024
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling Mohammad R. Rezaei Rahul G. Krishnan Milos R. Popovic M. Lankarany DiffM 111 0 0 22 Sep 2024
A Joint Spectro-Temporal Relational Thinking Based Acoustic Modeling Framework Zheng Nan T. Dang V. Sethu Beena Ahmed 48 0 0 17 Sep 2024
Rethinking Molecular Design: Integrating Latent Variable and Auto-Regressive Models for Goal Directed Generation Heath Arthur-Loui Amina Mollaysa Michael Krauthammer BDL AI4CE 66 0 0 19 Aug 2024
IIU: Independent Inference Units for Knowledge-based Visual Question Answering Yili Li Jing Yu Keke Gai Gang Xiong 51 0 0 15 Aug 2024
RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms Luis Roque Carlos Soares Luís Torgo AI4TS 56 1 0 06 Aug 2024
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling Pu Ren R. Nakata Maxime Lacour Ilan Naiman Nori Nakata ... Osman Asif Malik Dmitriy Morozov Omri Azencot N. Benjamin Erichson Michael W. Mahoney AI4CE 72 9 0 21 Jul 2024
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction Shuang Li Ziyuan Pu Nan Zhang Duxin Chen Lu Dong Daniel J. Graham Yinhai Wang 112 0 0 19 Jul 2024
Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis Cécile Trottet Manuel Schürch Ahmed Allam Imon Barua L. Petelytska ... Mislav Radic Oliver Distler A. Hoffmann-Vold Michael Krauthammer Eustar collaborators MedIm 111 0 0 16 Jul 2024
Parallelizing Autoregressive Generation with Variational State Space Models Gaspard Lambrechts Yann Claes Pierre Geurts Damien Ernst 114 1 0 11 Jul 2024
Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems Gianluigi Silvestri F. V. Massoli Tribhuvanesh Orekondy Afshin Abdi Arash Behboodi 68 0 0 10 Jul 2024
Variational Learning ISTA F. V. Massoli Christos Louizos Arash Behboodi 57 0 0 09 Jul 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Boyuan Chen Diego Marti Monso Yilun Du Max Simchowitz Russ Tedrake Vincent Sitzmann DiffM 164 109 0 01 Jul 2024
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element Nimrod Berman Ilan Naiman Idan Arbiv Gal Fadlon Omri Azencot CoGe 86 4 0 26 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 91 0 0 07 Jun 2024
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting Yuansan Liu S. Wijewickrema Dongting Hu C. Bester Stephen O'Leary James Bailey MedIm DiffM 78 0 0 05 Jun 2024
Deep Bayesian Filter for Bayes-faithful Data Assimilation Yuta Tarumi Keisuke Fukuda Shin-ichi Maeda 72 2 0 29 May 2024
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan Luo Zuolin Tu Zefang Huang Yang Yu OffRL 82 1 0 24 May 2024
Offline Reinforcement Learning from Datasets with Structured Non-Stationarity Johannes Ackermann Takayuki Osa Masashi Sugiyama OffRL 71 3 0 23 May 2024
Alternators For Sequence Modeling Mohammad Reza Rezaei Adji Bousso Dieng 70 2 0 20 May 2024
Intrinsic Rewards for Exploration without Harm from Observational Noise: A Simulation Study Based on the Free Energy Principle Theodore Jerome Tinker Kenji Doya Jun Tani 54 0 0 13 May 2024
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving Haicheng Liao Zhenning Li Chengyue Wang Huanming Shen Bonan Wang Dongping Liao Guofa Li Chengzhong Xu 75 13 0 02 May 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Xiaojun Jia Mahsa Salehi 127 0 0 17 Apr 2024
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Connor Pryor Quan Yuan J. Liu Mehran Kazemi Deepak Ramachandran Tania Bedrax-Weiss Lise Getoor 95 2 0 26 Mar 2024
Variational Sampling of Temporal Trajectories Jurijs Nazarovs Zhichun Huang Xingjian Zhen Sourav Pal Rudrasis Chakraborty Vikas Singh 39 0 0 18 Mar 2024