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20162023
most citedUncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial

233 citations · 373 across the 24 of their papers we have counts for

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Showing 2021 · cs.CVShow all

6 papers · 2 filters

cs.CV2021★ 8 cited

HyperInverter: Improving StyleGAN Inversion via Hypernetwork

Tan M. Dinh, Anh Tuan Tran, Rang Nguyen +1

Real-world image manipulation has achieved fantastic progress in recent years as a result of the exploration and utilization of GAN latent spaces. GAN inversion is the first step i…

cs.CV2021

Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images

Long-Nhat Ho, Anh Tuan Tran, Quynh Phung +1

Recovering the 3D structure of an object from a single image is a challenging task due to its ill-posed nature. One approach is to utilize the plentiful photos of the same object c…

cs.CV2021

Progressive Semantic Segmentation

Chuong Huynh, Anh Tran, Khoa Luu +1

The objective of this work is to segment high-resolution images without overloading GPU memory usage or losing the fine details in the output segmentation map. The memory constrain…

cs.CV2021

Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer

Thao Nguyen, Anh Tran, Minh Hoai

Makeup transfer is the task of applying on a source face the makeup style from a reference image. Real-life makeups are diverse and wild, which cover not only color-changing but al…

cs.CV2021★ 1 cited

Explore Image Deblurring via Blur Kernel Space

Phong Tran, Anh Tran, Quynh Phung +1

This paper introduces a method to encode the blur operators of an arbitrary dataset of sharp-blur image pairs into a blur kernel space. Assuming the encoded kernel space is close e…

cs.CV2021★ 1 cited

FineNet: Frame Interpolation and Enhancement for Face Video Deblurring

Phong Tran, Anh Tran, Thao Nguyen +1

The objective of this work is to deblur face videos. We propose a method that tackles this problem from two directions: (1) enhancing the blurry frames, and (2) treating the blurry…