Kyuhong Shim

Orcid: 0000-0002-0123-3100

According to our database1, Kyuhong Shim authored at least 29 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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5
10
15
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5
9
3
2
1

Legend:

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Online presence:

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Bibliography

2024
Role of Sensing and Computer Vision in 6G Wireless Communications.
IEEE Wirel. Commun., October, 2024

Unlocking Transfer Learning for Open-World Few-Shot Recognition.
CoRR, 2024

Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

InfiniPot: Infinite Context Processing on Memory-Constrained LLMs.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-Aided Beamforming.
IEEE Wirel. Commun., October, 2023

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data.
CoRR, 2023

Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer.
CoRR, 2023

Exploring Attention Map Reuse for Efficient Transformer Neural Networks.
CoRR, 2023

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Depth-Relative Self Attention for Monocular Depth Estimation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

Spatial Cross-Attention for Transformer-Based Image Captioning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Semantic-Preserving Augmentation for Robust Image-Text Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2023

Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Korean Tokenization for Beam Search Rescoring in Speech Recognition.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers.
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.
J. Signal Process. Syst., 2022

A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition.
CoRR, 2022

Pseudo-Label-Free Weakly Supervised Semantic Segmentation Using Image Masking.
IEEE Access, 2022

Similarity and Content-based Phonetic Self Attention for Speech Recognition.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Understanding the Role of Self Attention for Efficient Speech Recognition.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Semantic Feature Extraction for Generalized Zero-Shot Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling.
Proceedings of the 18th International SoC Design Conference, 2021

2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017


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