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Panel
Tue 10:45 Panel 1C-8: Local Spatiotemporal Representation… & Learning Latent Seasonal-Trend…
Mengwei Ren · Zhiyuan Wang
Poster
Tue 14:00 Posterior Collapse of a Linear Latent Variable Model
Zihao Wang · Liu Ziyin
Poster
Wed 9:00 Learning Physics Constrained Dynamics Using Autoencoders
Tsung-Yen Yang · Justinian Rosca · Karthik Narasimhan · Peter J Ramadge
Poster
Tue 14:00 Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
Aniket Didolkar · Kshitij Gupta · Anirudh Goyal · Nitesh Bharadwaj Gundavarapu · Alex Lamb · Nan Rosemary Ke · Yoshua Bengio
Poster
Thu 9:00 Unsupervised Learning under Latent Label Shift
Manley Roberts · Pranav Mani · Saurabh Garg · Zachary Lipton
Poster
Wed 9:00 Identifiability of deep generative models without auxiliary information
Bohdan Kivva · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
Poster
Thu 14:00 Learning on Arbitrary Graph Topologies via Predictive Coding
Tommaso Salvatori · Luca Pinchetti · Beren Millidge · Yuhang Song · Tianyi Bao · Rafal Bogacz · Thomas Lukasiewicz
Poster
Tue 9:00 Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation
Milton Montero · Jeffrey Bowers · Rui Ponte Costa · Casimir Ludwig · Gaurav Malhotra
Poster
Wed 14:00 Learning interacting dynamical systems with latent Gaussian process ODEs
Çağatay Yıldız · Melih Kandemir · Barbara Rakitsch
Poster
Tue 14:00 Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
Zhisheng Xiao · Tian Han
Poster
Tue 9:00 Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire
Poster
Tue 9:00 Learning Latent Seasonal-Trend Representations for Time Series Forecasting
Zhiyuan Wang · Xovee Xu · Weifeng Zhang · Goce Trajcevski · Ting Zhong · Fan Zhou