Sunghyun Park
27 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Deep Learning
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virtual try-on
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diffusion model
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text-to-image generation
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image generation
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large language model
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image editing
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reinforcement learning
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sentence representation
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contrastive learning
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test-time adaptation
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text generation
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transfer learning
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generative model
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image warping
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semantic segmentation
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question answering
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text classification
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domain adaptation
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zero-shot learning
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Papers
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
CVPR 2026
Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping
CVPR 2026
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
ACL 2025
PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask
ICCV 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models
ICCV 2025
Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
ICCV 2025
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
AAAI 2025
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
CVPR 2024
When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection
AAAI 2024
YTCommentQA: Video Question Answerability in Instructional Videos
AAAI 2024
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
ICCV 2023
On Complementarity Objectives for Hybrid Retrieval
ACL 2023
QASA: Advanced Question Answering on Scientific Articles
ICML 2023
Ranking-Enhanced Unsupervised Sentence Representation Learning
ACL 2023
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
ECCV 2022
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
ECCV 2022
Open World Classification with Adaptive Negative Samples
EMNLP 2022
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
ECCV 2022
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems
EMNLP 2021
Dialogue Response Generation via Contrastive Latent Representation Learning
EMNLP 2021
Learning Slice-Aware Representations with Mixture of Attentions
ACL 2021
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation
AAAI 2021
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
CVPR 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
Learning Context-dependent Label Permutations for Multi-label Classification
ICML 2019
Learning with Limited Data for Multilingual Reading Comprehension
EMNLP 2019
Paraphrase Diversification Using Counterfactual Debiasing
AAAI 2019