Junghyuk Lee

3 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) CVPR (1) ECCV (1)

Top co-authors

Jong-Seok Lee (3) Jun-Hyuk Kim (1) Jaehui Hwang (1)

Research topics

Deep Learning (2) Machine Learning (2) Models (2) Computer Vision (1) Application Areas (1) Core Methods (1) Learning Types (1) Processing (1)

Keywords

generative model (2) feature embedding (1) feature space (1) random networks (1) convolutional neural network (1) image quality assessment (1) generative model evaluation (1) representation space (1) adversarial vulnerability (1) anomaly detection (1) image generation evaluation (1)

Papers

Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability CVPR 2024 Demystifying Randomly Initialized Networks for Evaluating Generative Models AAAI 2023 TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation ECCV 2022