Yunseon Choi

6 papers · 2022–2025 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ACL (1) ICCV (1) IJCAI (1) NAACL (1) NeurIPS (1)

Top co-authors

Kee-eung Kim (5) Li Zhao (2) Jiang Bian (2) Chuheng Zhang (2) Lei Song (2) Sangmin Bae (1) Haeju Lee (1) Haanvid Lee (1) Wonseok Jeon (1) Minsu Cho (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Methods (3) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Analysis (1) Applications (1) Generation (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

offline reinforcement learning (2) metric learning (1) off-policy evaluation (1) few-shot learning (1) bayesian inference (1) text classification (1) prototype learning (1) conditional generation (1) coreference resolution (1) importance sampling (1) model-based reinforcement learning (1) template matching (1) object counting (1) diffusion model (1) contextual bandit (1) dynamics model (1) continuous action (1) conversational agent (1) few-shot detection (1) prompt tuning (1)

Papers

Few-Shot Pattern Detection via Template Matching and Regression ICCV 2025 Diversification of Adaptive Policy for Effective Offline Reinforcement Learning IJCAI 2024 Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL ACL 2024 Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL AAAI 2024 Learning to Embed Multi-Modal Contexts for Situated Conversational Agents NAACL 2022 Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NeurIPS 2022