Seunghyun Park
13 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Computer Vision
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types Β· Machine Learning
(3)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Interdisciplinary
(1)
Architectures
(1)
Keywords
domain generalization
(2)
vision-language model
(2)
contrastive learning
(2)
feature learning
(2)
self-supervised learning
(2)
text-to-image generation
(1)
document understanding
(1)
object detection
(1)
model generalization
(1)
attention mechanism
(1)
visual question answering
(1)
scene graph generation
(1)
recurrent neural network
(1)
gaussian splatting
(1)
empirical risk minimization
(1)
embedding learning
(1)
multi-task learning
(1)
stochastic weight averaging
(1)
3d reconstruction
(1)
representation learning
(1)
Papers
EllipssianNet: Image-guided Sampling of 2D Gaussians for Gaussian Splatting
WACV 2026
Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding
CVPR 2026
Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding
EMNLP 2025
EGTR: Extracting Graph from Transformer for Scene Graph Generation
CVPR 2024
Localization and Manipulation of Immoral Visual Cues for Safe Text-to-Image Generation
WACV 2024
An Embedding-Dynamic Approach to Self-Supervised Learning
WACV 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
EMNLP 2023
Grounding Visual Representations with Texts for Domain Generalization
ECCV 2022
OCR-Free Document Understanding Transformer
ECCV 2022
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization
ICCV 2021
Spatial Dependency Parsing for Semi-Structured Document Information Extraction
ACL 2021
SWAD: Domain Generalization by Seeking Flat Minima
NeurIPS 2021
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs
NeurIPS 2017