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95 Results
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Poster
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Thu 6:00 |
Robustifying Sequential Neural Processes Jaesik Yoon · Gautam Singh · Sungjin Ahn |
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Poster
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Wed 11:00 |
Encoding Musical Style with Transformer Autoencoders Kristy Choi · Curtis Hawthorne · Ian Simon · Monica Dinculescu · Jesse Engel |
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Poster
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Tue 9:00 |
CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods Wei Zhang · Thomas Panum · Somesh Jha · Prasad Chalasani · David Page |
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Poster
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Tue 10:00 |
Incremental Sampling Without Replacement for Sequence Models Kensen Shi · David Bieber · Charles Sutton |
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Poster
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Tue 7:00 |
Improving the Gating Mechanism of Recurrent Neural Networks Albert Gu · Caglar Gulcehre · Thomas Paine · Matthew Hoffman · Razvan Pascanu |
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Poster
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Wed 8:00 |
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan · Chitwan Saharia · Geoffrey Hinton · Mohammad Norouzi · Navdeep Jaitly |
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Poster
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Tue 8:00 |
Uncertainty-Aware Lookahead Factor Models for Quantitative Investing Lakshay Chauhan · John Alberg · Zachary Lipton |
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Poster
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Thu 6:00 |
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification Hongyuan Mei · Guanghui Qin · Minjie Xu · Jason Eisner |
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Poster
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Wed 9:00 |
Set Functions for Time Series Max Horn · Michael Moor · Christian Bock · Bastian Rieck · Karsten Borgwardt |
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Poster
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Wed 9:00 |
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations Robert Mattila · Cristian R. Rojas · Eric Moulines · Vikram Krishnamurthy · Bo Wahlberg |
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Poster
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Thu 8:00 |
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems Zhe Dong · Bryan Seybold · Kevin Murphy · Hung Bui |
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Poster
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Thu 9:00 |
Video Prediction via Example Guidance Jingwei Xu · Harry (Huazhe) Xu · Bingbing Ni · Xiaokang Yang · Trevor Darrell |