Yonghyun Jeong
18 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Research topics
Deep Learning
(13)
Machine Learning
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Computer Vision
(10)
Models
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Application Areas
(8)
Learning Types Β· Deep Learning
(7)
Analysis
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Generation
(4)
Processing
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Core Methods
(3)
Computer Science
(1)
Security & Privacy
(1)
Keywords
generative model
(6)
domain generalization
(6)
diffusion model
(4)
image generation
(4)
deepfake detection
(4)
image synthesis
(2)
object anti-spoofing
(2)
synthetic data generation
(2)
frequency analysis
(2)
face anti-spoofing
(2)
image editing
(2)
text-to-image generation
(2)
low-rank adaptation
(2)
face recognition
(1)
depth estimation
(1)
preference optimization
(1)
text-to-image synthesis
(1)
generative modeling
(1)
attention mechanism
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conditional generation
(1)
Papers
Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection
ICCV 2025
Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains
WACV 2025
Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing
ICCV 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing
WACV 2025
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
ICLR 2024
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
NeurIPS 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
CVPR 2024
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
ICLR 2024
One-Shot Structure-Aware Stylized Image Synthesis
CVPR 2024
Scaling of Class-wise Training Losses for Post-hoc Calibration
ICML 2023
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection
WACV 2022
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation
AAAI 2022
FingerprintNet: Synthesized Fingerprints for Generated Image Detection
ECCV 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations
AAAI 2022
mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data
WACV 2022
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models
ICCV 2021
Toward Spatially Unbiased Generative Models
ICCV 2021
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets
AAAI 2020