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2020 – today
- 2024
[j4]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. IEEE Wirel. Commun. 31(5): 264-271 (2024)- [c20]Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim:
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. AAAI 2024: 2768-2776 - [c19]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: 3720-3731 - [c18]Donghoon Kim, Gusang Lee, Kyuhong Shim, Byonghyo Shim:
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models. EMNLP (Findings) 2024: 797-819 - [c17]Eunji Kim, Kyuhong Shim, Simyung Chang, Sungroh Yoon:
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP. EMNLP (Findings) 2024: 14330-14345 - [c16]Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang:
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs. EMNLP 2024: 16046-16060 - [i17]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 abs/2405.03945 (2024) - [i16]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 abs/2406.07007 (2024) - [i15]Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang:
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs. CoRR abs/2410.01518 (2024) - [i14]Eunji Kim, Kyuhong Shim, Simyung Chang, Sungroh Yoon:
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP. CoRR abs/2410.08469 (2024) - 2023
- [j3]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): 179-186 (2023) - [c15]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: 916-929 - [c14]Kyuhong Shim, Hyewon Bae, Wonyong Sung:
Korean Tokenization for Beam Search Rescoring in Speech Recognition. ICEIC 2023: 1-4 - [c13]Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim:
Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning. ICASSP 2023: 1-5 - [c12]Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim:
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. ICASSP 2023: 1-5 - [c11]Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim:
Spatial Cross-Attention for Transformer-Based Image Captioning. ICASSP 2023: 1-5 - [c10]Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang:
Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition. ICIP 2023: 31-35 - [c9]Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim:
Depth-Relative Self Attention for Monocular Depth Estimation. IJCAI 2023: 1396-1404 - [c8]Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyoung Chang:
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. INTERSPEECH 2023: 1633-1637 - [c7]Kyuhong Shim, Jinkyu Lee, Simyoung Chang, Kyuwoong Hwang:
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. INTERSPEECH 2023: 1663-1667 - [i13]Kyuhong Shim, Jungwook Choi, Wonyong Sung:
Exploring Attention Map Reuse for Efficient Transformer Neural Networks. CoRR abs/2301.12444 (2023) - [i12]Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim:
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning. CoRR abs/2302.00875 (2023) - [i11]Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi:
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. CoRR abs/2302.11812 (2023) - [i10]Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim:
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. CoRR abs/2303.05692 (2023) - [i9]Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim:
Depth-Relative Self Attention for Monocular Depth Estimation. CoRR abs/2304.12849 (2023) - [i8]Kyuhong Shim, Jinkyu Lee, Simyung Chang, Kyuwoong Hwang:
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. CoRR abs/2308.16415 (2023) - [i7]Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyung Chang:
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. CoRR abs/2309.00647 (2023) - [i6]Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim:
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. CoRR abs/2312.07342 (2023) - 2022
- [j2]Sangtae Kim, Luong Trung Nguyen, Kyuhong Shim, Junhan Kim, Byonghyo Shim:
Pseudo-Label-Free Weakly Supervised Semantic Segmentation Using Image Masking. IEEE Access 10: 19401-19411 (2022) - [j1]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): 929-943 (2022) - [c6]Junhan Kim, Kyuhong Shim, Byonghyo Shim:
Semantic Feature Extraction for Generalized Zero-Shot Learning. AAAI 2022: 1166-1173 - [c5]Kyuhong Shim, Jungwook Choi, Wonyong Sung:
Understanding the Role of Self Attention for Efficient Speech Recognition. ICLR 2022 - [c4]Kyuhong Shim, Wonyong Sung:
Similarity and Content-based Phonetic Self Attention for Speech Recognition. INTERSPEECH 2022: 4118-4122 - [i5]Kyuhong Shim, Hyewon Bae, Wonyong Sung:
Korean Tokenization for Beam Search Rescoring in Speech Recognition. CoRR abs/2203.03583 (2022) - [i4]Kyuhong Shim, Wonyong Sung:
Similarity and Content-based Phonetic Self Attention for Speech Recognition. CoRR abs/2203.10252 (2022) - [i3]Kyuhong Shim, Wonyong Sung:
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition. CoRR abs/2210.00367 (2022) - 2021
- [c3]Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi:
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. ISOCC 2021: 357-358 - [c2]Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim:
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference. SiPS 2021: 111-116 - [i2]Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi:
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling. CoRR abs/2110.03252 (2021) - [i1]Junhan Kim, Kyuhong Shim, Byonghyo Shim:
Semantic Feature Extraction for Generalized Zero-shot Learning. CoRR abs/2112.14478 (2021)
2010 – 2019
- 2017
- [c1]Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung:
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks. NIPS 2017: 5463-5473
Coauthor Index
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