Jihoon Tack
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
2020/07/16 by Jihoon Tack, Tack, Jihoon, Sangwoo Mo +5 · 29 citations
Computer Science · Engineering · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
2023/03/02 by Jae Hyun Nam, Nam, Jaehyun, Jihoon Tack +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
2024/06/12 by Jae Hyun Nam, Kyuyoung Kim, Nam, Jaehyun +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
2022/02/21 by Sihyun Yu, Yu, Sihyun, Jihoon Tack +11 · 5 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- Adversarial Self-Supervised Contrastive Learning
2020/06/13 by Minseon Kim, Kim, Minseon, Jihoon Tack +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
- ReMoDetect: Reward Models Recognize Aligned LLM's Generations
2024/05/27 by Hyunseok Lee, Lee, Hyunseok, Jihoon Tack +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search
2025/05/21 by Hyunseok Lee, Lee, Hyunseok, Jeonghoon Kim +17 · 5 citations
Computer Science · Engineering · #Augmented Reality Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
- Think Clearly: Improving Reasoning via Redundant Token Pruning
2025/06/17 by Daewon Choi, Choi, Daewon, Jimin Lee +16 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Machine Learning (cs.LG) #Natural Language Processing Techniques
- LLMs Get Lost in Evolving User Intent
2026/07/22 by Jihoon Tack, Philippe Laban, Jennifer Neville
#cs.LG