Iksoo Choi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Stochastic Gradient Descent

Top Venues

Publications

Iksoo Choi, Wonyong Sung
Sleep Model - A Sequence Model for Predicting the Next Sleep Stage. CoRR (2023)
Iksoo Choi, Wonyong Sung
Sleep Model: A Sequence Model for Predicting the Next Sleep Stage. BioCAS (2023)
Iksoo Choi, Wonyong Sung
Single-Channel Ecg-Based Sleep Stage Classification With End-To-End Trainable Deep Neural Networks. EMBC (2023)
Iksoo Choi, Wonyong Sung
Performance Assessment of Automatic Sleep Stage Classification Using Only Partial PSG Sensors. BioCAS (2022)
Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. CoRR (2021)
Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. ISOCC (2021)
Wonyong Sung, Iksoo Choi, Jinhwan Park, Seokhyun Choi, Sungho Shin
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima. CoRR (2020)
Iksoo Choi, Jinhwan Park, Wonyong Sung
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks. INTERSPEECH (2018)
Jinhwan Park, Yoonho Boo, Iksoo Choi, Sungho Shin, Wonyong Sung
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices. NeurIPS (2018)
Jinhwan Park, Iksoo Choi, Yoonho Boo, Wonyong Sung
Hierarchical Recurrent Neural Networks for Acoustic Modeling. INTERSPEECH (2018)
Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks. NIPS (2017)