Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies
with an Integrated Statistical and Neural Framework

v1v2 (latest)

Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework

1 October 2024

Khurram Hassan-Shafique

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Papers citing "Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework"

16 / 16 papers shown

Title
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model Shang-Ling Hsu Emmanuel Tung John Krumm Cyrus Shahabi Khurram Hassan-Shafique 41 4 0 07 Nov 2024
The Patterns of Life Human Mobility Simulation Hossein Amiri Will Kohn Shiyang Ruan Joon-Seok Kim Hamdi Kavak Andrew Crooks Dieter Pfoser Carola Wenk Andreas Zufle 28 7 0 30 Sep 2024
Automatic Integration for Spatiotemporal Neural Point Processes Zihao Zhou Rose Yu 3DPC AI4TS 61 6 0 09 Oct 2023
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation Song Yang Jiamou Liu Kaiqi Zhao AI4TS 54 143 0 03 Mar 2023
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 133 346 0 15 Mar 2022
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction Hao Xue Flora D. Salim Yongli Ren Nuria Oliver 61 71 0 30 Sep 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 198 1,138 0 01 Jul 2021
A Survey on Deep Learning for Human Mobility Massimiliano Luca Gianni Barlacchi Bruno Lepri Luca Pappalardo HAI 62 219 0 04 Dec 2020
STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation Sofiane Abbar R. Stanojevic M. Mokbel OT AI4TS 25 9 0 08 Jun 2020
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach Wuwei Lan Yanyan Xu Bin Zhao AI4TS 3DH 47 32 0 08 Jul 2019
Neural Jump Stochastic Differential Equations Junteng Jia Austin R. Benson BDL 74 229 0 24 May 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 457 5,168 0 19 Jun 2018
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 222 1,360 0 19 May 2017
Artificial Neural Networks Applied to Taxi Destination Prediction A. D. Brébisson Étienne Simon Alex Auvolat Pascal Vincent Yoshua Bengio 93 186 0 31 Jul 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,198 0 21 May 2015
RNADE: The real-valued neural autoregressive density-estimator Benigno Uria Iain Murray Hugo Larochelle 124 239 0 02 Jun 2013