NIPS Submissions

A Nonparametric Spatio-temporal SDE Model
Cagatay Yildiz, Markus Heinonen, Harri Lähdesmäki
- 19 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Spatio-temporal analysis of feedback-related brain activity in brain-computer interfaces
Mahta Mousavi, Virginia R. de Sa
- 19 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Spatiotemporal Modeling using Linear Dynamical System in Feature Space
Hassan Kingravi, Harshal Maske, Girish Chowdhary
- 19 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Generative Models for Simulating Mobility Trajectories
Vaibhav Kulkarni, Natasa Tagasovska, Thibault Vatter, Benoit Garbinato
- 19 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Time Series Super Resolution withTemporal Adaptive Batch Normalization
Volodymyr Kuleshov, Sawyer Birnbaum, Zayd Enam, Pang Wei Koh, Stefano Ermon
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Kernel Change-point Detection with Auxiliary Deep Generative Models
Wei-Cheng Chang, Chun-Liang Li, Yiming Yang, Barnabás Póczos
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Spatial Risk Modeling for Infectious Disease Surveillance Using Population Movement Data
Roberto C.S.N.P. Souza, Renato M. Assunção, Daniel B. Neill, Luís G.S. Silva, Wagner Meira Jr.
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Forecasting Taxi Demands with Fully Convolutional Networks and Temporal Guided Embedding
Doyup Lee, Suehun Jung, Yeongjae Cheon, Dongil Kim, Seungil You
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Angle-based Convolution Networks for Extracting Local Spatial Features
Koh Takeuchi, Hisashi Kashima, Naonori Ueda
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Spatiotemporal data fusion for precipitation nowcasting
Vladimir Ivashkin, Vadim Lebedev
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Learning Dynamic Graph Representations
Rakshit Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, Hongyuan Zha
- 20 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Temporal Attention and Stacked LSTMs for Multivariate Time Series Prediction
Tryambak Gangopadhyay, Sin Yong Tan, Genyi Huang, Soumik Sarkar
- 01 Dec 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Grouped Gaussian Processes for Solar Forecasting
Astrid Dahl, Edwin V Bonilla
- 01 Dec 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Hierarchical Temporal-Contextual Recommenders
Yifei Ma, Murali Balakrishnan Narayanaswamy
- 30 Nov 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Graph Convolutional Neural Networks for Human Activity Purpose Imputation from GPS-based Trajectory Data
Henry Martin, Dominik Bucher, Esra Suel, Pengxiang Zhao, Fernando Perez-Cruz, Martin Raubal
- 30 Nov 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A Deep Variational Autoencoder for Spatial Patterns Clustering in Wafemap Measurement Data
Hamidreza Mahyar, Elahe Ghalebi, Radu Grosu
- 19 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting
Zahra Karevan, Johan A. K. Suykens
- 17 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Detection of spatiotemporal stochastic motion in echocardiography videos
A Patra, M Ali
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A simple crime hotspot forecasting algorithm
Robert Bogucki, Jan Kanty Milczek, Patryk Miziuła
- 12 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
YOLO4D: A Spatio-temporal Approach for Real-time Multi-object Detection and Classification from LiDAR Point Clouds
Ahmad El Sallab, Ibrahim Sobh, Mahmoud Zidan, Mohamed Zahran, Sherif Abdelkarim
- 11 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone
Inducing Efficient Equilibria in Multi-Agent Systems
David Mguni, Joel Jennings, Sergio Valcarcel Macua, Sofia Ceppi, Enrique Munoz de Cote
- 12 Oct 2018 (modified: 04 Dec 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone
Risk-averse Behavior Planning for Autonomous Driving under Uncertainty
Mohammad Naghshvar, Ahmed K. Sadek, Auke J. Wiggers
- 12 Oct 2018 (modified: 01 Dec 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone
Targeted Dropout
Aidan N. Gomez, Ivan Zhang, Kevin Swersky, Yarin Gal, Geoffrey E. Hinton
- 20 Oct 2018 (modified: 30 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Relaxed Softmax: Efficient Confidence Auto-Calibration for Safe Pedestrian Detection
Lukas Neumann, Andrew Zisserman, Andrea Vedaldi
- 11 Oct 2018 (modified: 29 Nov 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone
GANtruth – an unpaired image-to-image translation method for driving scenarios
Sebastian Bujwid, Miquel Martí, Hossein Azizpour, Alessandro Pieropan
- 12 Oct 2018 (modified: 29 Nov 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone