Dongyoon Yang

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Markov Chain Monte Carlo Methods

Loopy Belief Propagation

Supervised Learning

Top Venues

Publications

Dongyoon Yang, Insung Kong, Yongdai Kim
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation. CoRR (2023)
Insung Kong, Dongyoon Yang, Jongjin Lee, Ilsang Ohn, Gyuseung Baek, Yongdai Kim
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference. ICML (2023)
Insung Kong, Dongyoon Yang, Jongjin Lee, Ilsang Ohn, Gyuseung Baek, Yongdai Kim
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference. CoRR (2023)
Dongyoon Yang, Insung Kong, Yongdai Kim
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation. ICCV (2023)
Dongyoon Yang, Kunwoong Kim, Yongdai Kim
Improving Performance of Semi-Supervised Learning by Adversarial Attacks. CoRR (2023)
Dongyoon Yang, Insung Kong, Yongdai Kim
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples. ICML (2023)
Insung Kong, Dongyoon Yang, Jongjin Lee, Ilsang Ohn, Yongdai Kim
Masked Bayesian Neural Networks : Computation and Optimality. CoRR (2022)
Dongyoon Yang, Insung Kong, Yongdai Kim
Adaptive Regularization for Adversarial Training. CoRR (2022)