Taejong Joo

14 papers A* 4Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Surprising Effectiveness of Masking Updates in Adaptive Optimizers.
CoRR
Taejong Joo, Wenhan Xia, Cheolmin Kim, Ming Zhang, Eugene Ie
2025 J jnl
Graph of Agents: Principled Long Context Modeling by Emergent Multi-Agent Collaboration.
CoRR
Taejong Joo, Shu Ishida, Ivan Sosnovik, Bryan Lim, Sahand Rezaei-Shoshtari, Adam Gaier, Robert Giaquinto
2025 J jnl
Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context.
CoRR
Taejong Joo, Diego Klabjan
2024 A* conf
IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation.
ICML
Taejong Joo, Diego Klabjan
2024 A* conf
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees.
NeurIPS
Taejong Joo, Diego Klabjan
2024 J jnl
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees.
CoRR
Taejong Joo, Diego Klabjan
2023 J jnl
IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation.
CoRR
Taejong Joo, Diego Klabjan
2020 A* conf
Being Bayesian about Categorical Probability.
ICML
Taejong Joo, Uijung Chung, Min-Gwan Seo
2020 J jnl
Being Bayesian about Categorical Probability.
CoRR
Taejong Joo, Uijung Chung, Min-Gwan Seo
2020 J jnl
Deep Learning Requires Explicit Regularization for Reliable Predictive Probability.
CoRR
Taejong Joo, Uijung Chung
2020 A* conf
Regularizing activations in neural networks via distribution matching with the Wasserstein metric.
ICLR
Taejong Joo, Donggu Kang, Byunghoon Kim
2020 J jnl
Regularizing activations in neural networks via distribution matching with the Wasserstein metric.
CoRR
Taejong Joo, Donggu Kang, Byunghoon Kim
2019 J jnl
An adaptive approach for determining batch sizes using the hidden Markov model.
J. Intell. Manuf.
Taejong Joo, Minji Seo, Dongmin Shin
2019 J jnl
Formalizing Human-Machine Interactions for Adaptive Automation in Smart Manufacturing.
IEEE Trans. Hum. Mach. Syst.
Taejong Joo, Dongmin Shin