research
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11/09/2022
Training a Vision Transformer from scratch in less than 24 hours with 1 GPU
Transformers have become central to recent advances in computer vision. ...
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02/25/2021
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data
Learning from heterogeneous data poses challenges such as combining data...
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10/18/2019
Point Process Flows
Event sequences can be modeled by temporal point processes (TPPs) to cap...
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07/24/2019
LayoutVAE: Stochastic Scene Layout Generation from a Label Set
Recently there is an increasing interest in scene generation within the ...
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04/05/2019
A Variational Auto-Encoder Model for Stochastic Point Processes
We propose a novel probabilistic generative model for action sequences. ...
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02/26/2019