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03/09/2023
Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays
X-ray computed tomography (CT) is one of the most common imaging techniq...
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02/27/2023
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density
Time-series forecasting models often encounter abrupt changes in a given...
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06/17/2022
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting
Hairstyle transfer is the task of modifying a source hairstyle to a targ...
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06/08/2022
DebiasBench: Benchmark for Fair Comparison of Debiasing in Image Classification
Image classifiers often rely overly on peripheral attributes that have a...
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06/01/2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
Despite recent advancements in deep learning, deep networks still suffer...
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04/27/2022
DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games
This paper presents a personalized character recommendation system for M...
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11/15/2021
AnimeCeleb: Large-Scale Animation CelebFaces Dataset via Controllable 3D Synthetic Models
Despite remarkable success in deep learning-based face-related models, t...
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10/22/2021
Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children
Despite the unprecedented improvement of face recognition, existing face...
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07/04/2021
Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects
Deep image colorization networks often suffer from the color-bleeding ar...
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03/31/2021
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
The task of image-based virtual try-on aims to transfer a target clothin...
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03/29/2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
Enhancing the generalization capability of deep neural networks to unsee...
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02/11/2021
K-Hairstyle: A Large-scale Korean hairstyle dataset for virtual hair editing and hairstyle classification
The hair and beauty industry is one of the fastest growing industries. T...
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04/11/2018
Text2Colors: Guiding Image Colorization through Text-Driven Palette Generation
In this paper, we propose a novel approach to generate multiple color pa...
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11/24/2017
