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Oral
Thu Dec 10 06:00 PM -- 06:15 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Point process models for sequence detection in high-dimensional neural spike trains
Alex Williams · Anthony Degleris · Yixin Wang · Scott Linderman
Oral
Thu Dec 10 06:15 PM -- 06:30 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN
Tao Fang · Yu Qi · Gang Pan
Oral
Thu Dec 10 06:30 PM -- 06:45 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
A mathematical theory of cooperative communication
Pei Wang · Junqi Wang · Pushpi Paranamana · Patrick Shafto
Break
Thu Dec 10 06:45 PM -- 07:00 PM (PST)
Break
Spotlight
Thu Dec 10 07:00 PM -- 07:10 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Learning Some Popular Gaussian Graphical Models without Condition Number Bounds
Jonathan Kelner · Frederic Koehler · Raghu Meka · Ankur Moitra
Spotlight
Thu Dec 10 07:10 PM -- 07:20 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Sinkhorn Natural Gradient for Generative Models
Zebang Shen · Zhenfu Wang · Alejandro Ribeiro · Hamed Hassani
Spotlight
Thu Dec 10 07:20 PM -- 07:30 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
NVAE: A Deep Hierarchical Variational Autoencoder
Arash Vahdat · Jan Kautz
Spotlight
Thu Dec 10 07:30 PM -- 07:40 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Reciprocal Adversarial Learning via Characteristic Functions
Shengxi Li · Zeyang Yu · Min Xiang · Danilo Mandic
Q&A
Thu Dec 10 07:40 PM -- 07:50 PM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Thu Dec 10 07:50 PM -- 08:00 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
Wanqian Yang · Lars Lorch · Moritz Graule · Himabindu Lakkaraju · Finale Doshi-Velez
Spotlight
Thu Dec 10 08:00 PM -- 08:10 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Baxter Permutation Process
Masahiro Nakano · Akisato Kimura · Takeshi Yamada · Naonori Ueda
Spotlight
Thu Dec 10 08:10 PM -- 08:20 PM (PST) @ Orals & Spotlights: Neuroscience/Probabilistic
Flexible mean field variational inference using mixtures of non-overlapping exponential families
Jeffrey Spence
Q&A
Thu Dec 10 08:20 PM -- 08:30 PM (PST)
Joint Q&A for Preceeding Spotlights
Break
Thu Dec 10 08:30 PM -- 09:00 PM (PST)
Break