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09/17/2022
DynaConF: Dynamic Forecasting of Non-Stationary Time-Series
Deep learning models have shown impressive results in a variety of time ...
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02/23/2022
Efficient CDF Approximations for Normalizing Flows
Normalizing flows model a complex target distribution in terms of a bije...
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02/24/2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
Normalizing flows transform a simple base distribution into a complex ta...
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12/05/2019
Zero-Shot Generation of Human-Object Interaction Videos
Generation of videos of complex scenes is an important open problem in c...
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06/18/2019
Neural Volumes: Learning Dynamic Renderable Volumes from Images
Modeling and rendering of dynamic scenes is challenging, as natural scen...
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03/21/2018
Probabilistic Video Generation using Holistic Attribute Control
Videos express highly structured spatio-temporal patterns of visual data...
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09/23/2017