NIPS Submissions

The more fine-grained, the better for transfer learning
Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, Roland Memisevic, David Fleet
- 28 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A glimpse into the Unobserved: Runoff simulation for ungauged catchments with LSTMs
Frederik Kratzert, Daniel Klotz, Mathew Herrnegger, Sepp Hochreiter
- 28 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
LMVP: Video Predictor with Leaked Motion Information
Dong Wang, Yitong Li, Wei Cao, Qi Wei, Liqun Chen, Lawrence Carin
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Back to square one: probabilistic trajectory forecasting without bells and whistles
Ehsan Pajouheshgar, Christoph H. Lampert
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
From Deep to Physics-Informed Learning of Turbulence: Diagnostics
Ryan King, Oliver Hennigh, Arvind Mohan, Michael Chertkov
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A Second Order Cumulant Spectrum Test That a Stochastic Process is Strictly Stationary and a Step Toward a Test for Graph Signal Strict Stationarity
Denisa Roberts, Douglas Patterson
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
DeepTC: ConvLSTM Network for Trajectory Prediction of Tropical Cyclone using Spatiotemporal Atmospheric Simulation Data
Seongchan Kim, Ji-Sun Kang, Minho Lee, Sa-kwang Song
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Deep Learning for Hurricane Track Forecasting from Aligned Spatio-temporal Climate Datasets
Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Balázs Kégl, Claire Monteleoni
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A Nonstationary Designer Space-Time Kernel
Michael McCourt, Gregory Fasshauer, David Kozak
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Quantile Regression Reinforcement Learning with State Aligned Vector Rewards
Oliver Richter, Roger Wattenhofer
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery
Marc Rußwurm, Marco Körner
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Online Collective Animal Movement Activity Recognition
Kehinde Owoeye, Stephen Hailes
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Learning beyond simulated physics
Alexis Asseman, Tomasz Kornuta, Ahmet Ozcan
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
A Deep Autoencoder for Near-Perfect fMRI Encoding
Vijay Rowtula, Subbareddy Oota, Manish Gupta, Bapi Raju Surampudi
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Combining street imagery and spatial information for measuring socioeconomic status
Esra Suel, Marthe Boulleau, Majid Ezzati, Seth Flaxman
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Deep Spatio-Temporal Feature Learning using Autoencoders
Jia Yao, Mehul Motani
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Modeling Rape Reporting Delays Using Spatial, Temporal and Social Features
Konstantin Klemmer, Daniel B. Neill, Stephen A. Jarvis
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Long Short-Term Memory Neural Network Equilibria Computation and Analysis
Massinissa Amrouche, Deka Shankar Anand, Aleksandra Lekić, Vicenç Rubies Royo, Elaina Teresa Chai, Dušan M. Stipanović, Boris Murmann, Claire J. Tomlin
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Long Range Sequence Generation via Multiresolution Adversarial Training
Yukai Liu, Rose Yu, Stephan Zheng, Yisong Yue
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Dynamic Poverty Prediction with Vegetation Index
Binh Tang, Ying Sun, Yanyan Liu, David S. Matteson
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Contrastive Multivariate Singular Spectrum Analysis
Abdi-Hakin Dirie, Abubakar Abid, James Zou
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Path Planning for Mobile Inference of Spatiotemporally Evolving Systems
Joshua Whitman, Girish Chowdhary
- 30 Sep 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Modeling Spatiotemporal Multimodal Language with Recurrent Multistage Fusion
Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
- 01 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Cox Bayesian Optimization for Police Patrolling
Roman Marchant, Di Lu and Sally Cripps,
- 14 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone
Multi-Fidelity Recursive Behavior Prediction
Mihir Jain, Kyle Brown, Ahmed Sadek
- 18 Oct 2018 (modified: 13 Dec 2018)
- NIPS 2018 Workshop Spatiotemporal Blind Submission
- Readers: Everyone