Sunghyun Park | DeepAI

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∙ 08/17/2023

Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts

Test-time adaptation (TTA) aims to adapt a pre-trained model to the targ...

0 Sunghyun Park, et al. ∙

∙ 03/28/2023

RobustSwap: A Simple yet Robust Face Swapping Model against Attribute Leakage

Face swapping aims at injecting a source image's identity (i.e., facial ...

0 Jaeseong Lee, et al. ∙

∙ 03/09/2023

Open World Classification with Adaptive Negative Samples

Open world classification is a task in natural language processing with ...

0 Ke Bai, et al. ∙

∙ 08/16/2022

Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment

Editing hairstyle is unique and challenging due to the complexity and de...

0 Taewoo Kim, et al. ∙

∙ 06/28/2022

High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions

Image-based virtual try-on aims to synthesize an image of a person weari...

0 Sangyun Lee, et al. ∙

∙ 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...

0 Chaeyeon Chung, et al. ∙

∙ 12/21/2021

Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE

In order to perform unconditional video generation, we must learn the di...

8 Kangyeol Kim, et al. ∙

∙ 11/16/2021

Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)

Image-based virtual try-on provides the capacity to transfer a clothing ...

0 Taewon Kang, et al. ∙

∙ 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...

34 Kangyeol Kim, et al. ∙

∙ 11/01/2021

Collage: Automated Integration of Deep Learning Backends

Strong demands for efficient deployment of Deep Learning (DL) applicatio...

0 Byungsoo Jeon, et al. ∙

∙ 10/22/2021

Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children

Despite the unprecedented improvement of face recognition, existing face...

21 Jungsoo Lee, et al. ∙

∙ 10/22/2021

Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations

As the area of application of deep neural networks expands to areas requ...

0 Seungbum Hong, et al. ∙

∙ 09/27/2021

Trajectory-based Reinforcement Learning of Non-prehensile Manipulation Skills for Semi-Autonomous Teleoperation

In this paper, we present a semi-autonomous teleoperation framework for ...

4 Sangbeom Park, et al. ∙

∙ 09/10/2021

What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

GPT-3 shows remarkable in-context learning ability of large-scale langua...

0 Boseop Kim, et al. ∙

∙ 06/04/2021

Learning Slice-Aware Representations with Mixture of Attentions

Real-world machine learning systems are achieving remarkable performance...

0 Cheng Wang, et al. ∙

∙ 04/26/2021

Handling Long-Tail Queries with Slice-Aware Conversational Systems

We have been witnessing the usefulness of conversational AI systems such...

17 Cheng Wang, et al. ∙

∙ 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...

0 Seunghwan Choi, et al. ∙

∙ 03/04/2021

Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration

Current state-of-the-art large-scale conversational AI or intelligent di...

0 Han Li, et al. ∙

∙ 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...

0 Taewoo Kim, et al. ∙

∙ 10/23/2020

A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems

Natural Language Understanding (NLU) is an established component within ...

0 Sunghyun Park, et al. ∙

∙ 10/16/2020

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

Video generation models often operate under the assumption of fixed fram...

0 Sunghyun Park, et al. ∙

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