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152 Results
Poster
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Mon 18:30 |
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions Kristof Schütt · Pieter-Jan Kindermans · Huziel Enoc Sauceda Felix · Stefan Chmiela · Alexandre Tkatchenko · Klaus-Robert Müller |
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Poster
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Wed 18:30 |
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models George Tucker · Andriy Mnih · Chris J Maddison · John Lawson · Jascha Sohl-Dickstein |
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Poster
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Mon 18:30 |
Selective Classification for Deep Neural Networks Yonatan Geifman · Ran El-Yaniv |
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Poster
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Tue 18:30 |
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He · Shaobing Gao · Liang Xiao · Daxue Liu · Hangen He · David Barber |
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Poster
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Wed 18:30 |
Tractability in Structured Probability Spaces Arthur Choi · Yujia Shen · Adnan Darwiche |
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Workshop
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Fri 8:00 |
Discrete Structures in Machine Learning Yaron Singer · Jeff A Bilmes · Andreas Krause · Stefanie Jegelka · Amin Karbasi |
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Workshop
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Sat 16:30 |
Deep nets meet real neurons: pattern selectivity of V4 through transfer learning and stability analysis Bin Yu |
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Poster
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Mon 18:30 |
A Bayesian Data Augmentation Approach for Learning Deep Models Toan Tran · Trung Pham · Gustavo Carneiro · Lyle Palmer · Ian Reid |
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Poster
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Wed 18:30 |
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit Laurence Aitchison · Lloyd Russell · Adam Packer · Jinyao Yan · Philippe Castonguay · Michael Hausser · Srinivas C Turaga |
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Poster
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Wed 18:30 |
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching Chunyuan Li · Hao Liu · Changyou Chen · Yuchen Pu · Liqun Chen · Ricardo Henao · Lawrence Carin |
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Poster
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Mon 18:30 |
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal · Alessandro Sordoni · Marc-Alexandre Côté · Nan Rosemary Ke · Yoshua Bengio |
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Poster
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Mon 18:30 |
Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data Stéphanie ALLASSONNIERE · Juliette Chevallier · Stephane Oudard |