Yoonho Boo

5 papers · 2017–2021 · 3 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (2) Interspeech (1)

Top co-authors

Wonyong Sung (5) Sungho Shin (3) Jinhwan Park (3) Iksoo Choi (3) Kyuhong Shim (1) Minjae Lee (1) Jungwook Choi (1)

Research topics

Deep Learning (5) Machine Learning (5) Optimization & Theory · Machine Learning (3) Optimization & Theory · Deep Learning (3) Speech & Audio (2) Application Areas (2) Architectures (2) Learning Types (2) Recognition (2) Techniques (2) Natural Language Processing (1) Generation (1)

Keywords

model compression (2) connectionist temporal classification (2) neural network quantization (2) matrix factorization (1) knowledge distillation (1) speech recognition (1) neural machine translation (1) automatic speech recognition (1) low-precision networks (1) acoustic modeling (1) singular value decomposition (1) long short-term memory (1) recurrent neural network (1) language model (1) edge deployment (1) weight quantization (1) flat minima (1) softmax approximation (1) cosine similarity (1) loss surface (1)

Papers

Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021 HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface AAAI 2020 Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NeurIPS 2018 Hierarchical Recurrent Neural Networks for Acoustic Modeling Interspeech 2018 SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NeurIPS 2017