Kyuhong Shim

According to our database, Kyuhong Shim authored at least 21 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization.

Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-Aided Beamforming.

Yongjun Ahn, Jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim

IEEE Wirel. Commun., October, 2023

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data.

Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyung Chang

CoRR, 2023

Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer.

Kyuhong Shim, Jinkyu Lee, Simyung Chang, Kyuwoong Hwang

CoRR, 2023

Exploring Attention Map Reuse for Efficient Transformer Neural Networks.

Kyuhong Shim, Jungwook Choi, Wonyong Sung

CoRR, 2023

Depth-Relative Self Attention for Monocular Depth Estimation.

Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition.

Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang

Proceedings of the IEEE International Conference on Image Processing, 2023

Spatial Cross-Attention for Transformer-Based Image Captioning.

Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim

Proceedings of the IEEE International Conference on Acoustics, 2023

Semantic-Preserving Augmentation for Robust Image-Text Retrieval.

Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim

Proceedings of the IEEE International Conference on Acoustics, 2023

Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning.

Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim

Proceedings of the IEEE International Conference on Acoustics, 2023

Korean Tokenization for Beam Search Rescoring in Speech Recognition.

Kyuhong Shim, Hyewon Bae, Wonyong Sung

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers.

Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference.

Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim

J. Signal Process. Syst., 2022

A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition.

Kyuhong Shim, Wonyong Sung

CoRR, 2022

Pseudo-Label-Free Weakly Supervised Semantic Segmentation Using Image Masking.

Sangtae Kim, Luong Trung Nguyen, Kyuhong Shim, Junhan Kim, Byonghyo Shim

IEEE Access, 2022

Similarity and Content-based Phonetic Self Attention for Speech Recognition.

Kyuhong Shim, Wonyong Sung

Proceedings of the Interspeech 2022, 2022

Understanding the Role of Self Attention for Efficient Speech Recognition.

Kyuhong Shim, Jungwook Choi, Wonyong Sung

Proceedings of the Tenth International Conference on Learning Representations, 2022

Semantic Feature Extraction for Generalized Zero-Shot Learning.

Junhan Kim, Kyuhong Shim, Byonghyo Shim

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference.

Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim

Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling.

Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi

Proceedings of the 18th International SoC Design Conference, 2021

2017

SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks.

Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017