Kyuhong Shim

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Speech Recognition

Keyword Spotting

Top Venues

Publications

Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference. ACL (1) (2024)
Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. AAAI (2024)
Seungnyun Kim, Jihoon Moon, Jinhong Kim, Yongjun Ahn, Donghoon Kim, Sunwoo Kim, Kyuhong Shim, Byonghyo Shim
Role of Sensing and Computer Vision in 6G Wireless Communications. CoRR (2024)
Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference. CoRR (2024)
Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning. CoRR (2023)
Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. CoRR (2023)
Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyoung Chang
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. INTERSPEECH (2023)
Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim
Depth-Relative Self Attention for Monocular Depth Estimation. CoRR (2023)
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. EACL (2023)
Kyuhong Shim, Hyewon Bae, Wonyong Sung
Korean Tokenization for Beam Search Rescoring in Speech Recognition. ICEIC (2023)
Yongjun Ahn, Jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim
Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-Aided Beamforming. IEEE Wirel. Commun. 30 (5) (2023)
Kyuhong Shim, Jinkyu Lee, Simyoung Chang, Kyuwoong Hwang
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. INTERSPEECH (2023)
Kyuhong Shim, Jungwook Choi, Wonyong Sung
Exploring Attention Map Reuse for Efficient Transformer Neural Networks. CoRR (2023)
Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. ICASSP (2023)
Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim
Depth-Relative Self Attention for Monocular Depth Estimation. IJCAI (2023)
Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning. ICASSP (2023)
Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyung Chang
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. CoRR (2023)
Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. CoRR (2023)
Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang
Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition. ICIP (2023)
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. CoRR (2023)
Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim
Spatial Cross-Attention for Transformer-Based Image Captioning. ICASSP (2023)
Kyuhong Shim, Jinkyu Lee, Simyung Chang, Kyuwoong Hwang
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. CoRR (2023)
Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference. J. Signal Process. Syst. 94 (10) (2022)
Kyuhong Shim, Wonyong Sung
Similarity and Content-based Phonetic Self Attention for Speech Recognition. INTERSPEECH (2022)
Kyuhong Shim, Jungwook Choi, Wonyong Sung
Understanding the Role of Self Attention for Efficient Speech Recognition. ICLR (2022)
Kyuhong Shim, Wonyong Sung
Similarity and Content-based Phonetic Self Attention for Speech Recognition. CoRR (2022)
Kyuhong Shim, Hyewon Bae, Wonyong Sung
Korean Tokenization for Beam Search Rescoring in Speech Recognition. CoRR (2022)
Junhan Kim, Kyuhong Shim, Byonghyo Shim
Semantic Feature Extraction for Generalized Zero-Shot Learning. AAAI (2022)
Sangtae Kim, Luong Trung Nguyen, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Pseudo-Label-Free Weakly Supervised Semantic Segmentation Using Image Masking. IEEE Access 10 (2022)
Kyuhong Shim, Wonyong Sung
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition. CoRR (2022)
Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. CoRR (2021)
Junhan Kim, Kyuhong Shim, Byonghyo Shim
Semantic Feature Extraction for Generalized Zero-shot Learning. CoRR (2021)
Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference. SiPS (2021)
Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. ISOCC (2021)
Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks. NIPS (2017)