Minjae Kim

5 papers · 2016–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICLR (2) ACL (1) AISTATS (1) WACV (1)

Top co-authors

Kwang Hee Lee (1) Chanyeol Choi (1) Yoon Kim (1) Suhyun Kim (1) Soo-Mook Moon (1) Alejandro Lopez-Lira (1) Yongjae Lee (1) Sumin Kim (1) Sangyoon Yu (1) Jihoon Kwon (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Machine Learning (2) Generation (2) Models (2) Optimization & Theory (2) Architectures (1) Core AI (1) Core Methods (1) Learning Paradigms (1)

Keywords

federated learning (1) unsupervised learning (1) sample efficiency (1) style transfer (1) attention mechanism (1) knowledge distillation (1) image synthesis (1) image-to-image translation (1) granger causality (1) model pruning (1) hidden markov model (1) autoregressive model (1) generative adversarial network (1) domain translation (1) high resolution (1) prediction market (1) latent code (1) method of moment (1) spectral estimator (1) semantic filtering (1)

Papers

LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets ACL 2026 DepthFL : Depthwise Federated Learning for Heterogeneous Clients ICLR 2023 Style-Guided Inference of Transformer for High-Resolution Image Synthesis WACV 2023 U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation ICLR 2020 Spectral M-estimation with Applications to Hidden Markov Models AISTATS 2016