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04/25/2023
Exploring Compositional Visual Generation with Latent Classifier Guidance
Diffusion probabilistic models have achieved enormous success in the fie...
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02/24/2022
Learning Transferable Reward for Query Object Localization with Policy Adaptation
We propose a reinforcement learning based approach to query object local...
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06/12/2021
Provable Adaptation across Multiway Domains via Representation Learning
This paper studies zero-shot domain adaptation where each domain is inde...
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01/01/2019
Supervised Coarse-Graining of Composite Objects
We consider supervised dimension reduction for regression with composite...
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03/03/2018
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks
This article is motivated by soccer positional passing networks collecte...
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06/19/2015
Variational Gaussian Copula Inference
We utilize copulas to constitute a unified framework for constructing an...
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12/29/2014
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise
We propose a globally convergent alternating minimization (AM) algorithm...
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01/11/2014
Multiscale Shrinkage and Lévy Processes
A new shrinkage-based construction is developed for a compressible vecto...
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06/27/2012