Youngjoon Yoo

Naver (South Korea) — South Korea

Computer Science · Physical Sciences

18h-index6.7kcitations77works2.32yr avg
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Research Topics

Advanced Neural Network Applications(22), Domain Adaptation and Few-Shot Learning(13), Anomaly Detection Techniques and Applications(13), Advanced Image and Video Retrieval Techniques(10), Multimodal Machine Learning Applications(10)

Publications76 total

GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis
arXiv (Cornell University)·2025Open Access
CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning
2025· 1 cited
Distributional Uncertainty for Out-of-Distribution Detection
2025
CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning
arXiv (Cornell University)·2025Open Access
Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection
arXiv (Cornell University)·2025Open Access
Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains
2025
FastADnet: Fast Anomaly Detection via Core-Feature Centered Cluster Reconstruction Network
IEEE Access·2025· 2 citedOpen Access
Geninpsection: Toward Generalizable Anomaly Detection
SSRN Electronic Journal·2025Open Access
Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics
arXiv (Cornell University)·2024Open Access
Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics
2024· 2 cited
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 12 citedOpen Access
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 5 citedOpen Access
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
arXiv (Cornell University)·2024· 1 citedOpen Access
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection
2024· 7 cited
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations
2024· 1 cited
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding
arXiv (Cornell University)·2023Open Access
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
arXiv (Cornell University)·2023Open Access
GeNAS: Neural Architecture Search with Better Generalization
2023· 4 citedOpen Access
GeNAS: Neural Architecture Search with Better Generalization
arXiv (Cornell University)·2023Open Access
Observations on K-Image Expansion of Image-Mixing Augmentation
IEEE Access·2023· 1 citedOpen Access
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Frequent Co-authors

Sangdoo Yun(14), Dongyoon Han(11), Nojun Kwak(10), Jin Young Choi(9), Hyojin Park(8), Kimin Yun(6), Jihwan Bang(6), Jung-Woo Ha(5), Byeongho Heo(4), Sungmin Cha(4), Taesup Moon(4), Sanghyuk Chun(3), Seong Joon Oh(3), Junsuk Choe(3), Jongwon Choi(3), Hawook Jeong(3), Lars Lowe Sjösund(3), Geonseok Seo(3), Joonsang Yu(3), Joonhyun Jeong(3)