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06/20/2023
The Bayesian Regularized Quantile Varying Coefficient Model
The quantile varying coefficient (VC) model can flexibly capture dynamic...
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05/24/2023
Collaborative Auto-encoding for Blind Image Quality Assessment
Blind image quality assessment (BIQA) is a challenging problem with impo...
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12/05/2022
An iterative unbiased geometric approach to identifying crystalline order and disorder via denoising score function model
In atomistic simulations of solids, ability to classify crystal phases a...
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11/25/2022
Aesthetically Relevant Image Captioning
Image aesthetic quality assessment (AQA) aims to assign numerical aesthe...
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08/18/2022
Restoration of User Videos Shared on Social Media
User videos shared on social media platforms usually suffer from degrada...
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08/05/2022
Accelerating discrete dislocation dynamics simulations with graph neural networks
Discrete dislocation dynamics (DDD) is a widely employed computational m...
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10/11/2021
SurroundNet: Towards Effective Low-Light Image Enhancement
Although Convolution Neural Networks (CNNs) has made substantial progres...
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07/18/2021
Sparse group variable selection for gene-environment interactions in the longitudinal study
Penalized variable selection for high dimensional longitudinal data has ...
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03/02/2021
Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement
In this paper, we propose a novel compressed image super resolution (CIS...
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01/07/2021
VHS to HDTV Video Translation using Multi-task Adversarial Learning
There are large amount of valuable video archives in Video Home System (...
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12/15/2020
Attentional Local Contrast Networks for Infrared Small Target Detection
To mitigate the issue of minimal intrinsic features for pure data-driven...
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12/03/2020
Meta-Generating Deep Attentive Metric for Few-shot Classification
Learning to generate a task-aware base learner proves a promising direct...
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11/05/2020
Disentangling Latent Space for Unsupervised Semantic Face Editing
Editing facial images created by StyleGAN is a popular research topic wi...
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09/30/2020
Asymmetric Contextual Modulation for Infrared Small Target Detection
Single-frame infrared small target detection remains a challenge not onl...
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06/09/2020
Robust Bayesian variable selection for gene-environment interactions
Gene-environment (G×E) interactions have important implications to eluci...
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03/05/2020
Gene-Environment Interaction: A Variable Selection Perspective
Gene-environment interactions have important implications to elucidate t...
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08/29/2019
Spectral Regularization for Combating Mode Collapse in GANs
Despite excellent progress in recent years, mode collapse remains a majo...
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06/03/2019