Taesu Kim
Orcid: 0000-0002-4846-1805
According to our database1,
Taesu Kim
authored at least 57 papers
between 2003 and 2024.
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Bibliography
2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models.
CoRR, 2024
QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference.
CoRR, 2024
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
VR-SSVEPeripheral: Designing Virtual Reality Friendly SSVEP Stimuli using Peripheral Vision Area for Immersive and Comfortable Experience.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
V-LSTM: An Efficient LSTM Accelerator Using Fixed Nonzero-Ratio Viterbi-Based Pruning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023
OWQ: Lessons learned from activation outliers for weight quantization in large language models.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023
2022
BitBlade: Energy-Efficient Variable Bit-Precision Hardware Accelerator for Quantized Neural Networks.
IEEE J. Solid State Circuits, 2022
Sketching in-vehicle ambient lighting in virtual reality with the Wizard-of-Oz method.
Digit. Creativity, 2022
IEEE Access, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the Color Imaging XXVII: Displaying, 2022
2021
SPRITE: Sparsity-Aware Neural Processing Unit with Constant Probability of Index-Matching.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
2020
Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020
V-LSTM: An Efficient LSTM Accelerator Using Fixed Nonzero-Ratio Viterbi-Based Pruning.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
A 44.1TOPS/W Precision-Scalable Accelerator for Quantized Neural Networks in 28nm CMOS.
Proceedings of the 2020 IEEE Custom Integrated Circuits Conference, 2020
2019
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Illuminant Estimation Through Reverse Calibration of an Auto White-Balanced Image That Contains Displays.
Proceedings of the 27th Color and Imaging Conference, 2019
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network.
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2019
2018
IEEE Trans. Consumer Electron., 2018
Deep Neural Network Optimized to Resistive Memory with Nonlinear Current-Voltage Characteristics.
ACM J. Emerg. Technol. Comput. Syst., 2018
CoRR, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
2014
Proceedings of the Computing Frontiers Conference, CF'14, 2014
2012
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012
Proceedings of the 15th International Conference on Compilers, 2012
2011
Proceedings of the Intelligent Information and Database Systems, 2011
2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2007
IEEE Trans. Speech Audio Process., 2007
Fast fixed-point independent vector analysis algorithms for convolutive blind source separation.
Signal Process., 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Blind Speech Separation, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Learning self-organized topology-preserving complex speech features at primary auditory cortex.
Neurocomputing, 2005
Robust time delay estimation in noisy reverberant environments with a probabilistic graphical model.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Int. J. Inf. Acquis., 2004
2003
FPGA implementation of ICA algorithm for blind signal separation and adaptive noise canceling.
IEEE Trans. Neural Networks, 2003