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Hun-Seok Kim
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Publications
- 2023
- [c76]Pierre Abillama, Zichen Fan, Yu Chen, Hyochan An, Qirui Zhang, Seungkyu Choi, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim:
SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights. ASAP 2023: 18-26 - [c75]Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim:
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CVPR 2023: 18487-18496 - [c70]Hyochan An, Yu Chen, Zichen Fan, Qirui Zhang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees. ISSCC 2023: 422-423 - [i12]Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim:
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CoRR abs/2304.02273 (2023) - 2022
- [c64]Mingyu Yang, Yu Chen, Hun-Seok Kim:
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection. ECCV (38) 2022: 233-250 - [c63]Yu Chen, Bowen Liu, Zijian Zhang, Hun-Seok Kim:
An End-to-End Deep Learning Framework For Multiple Audio Source Separation And Localization. ICASSP 2022: 736-740 - [i9]Mingyu Yang, Yu Chen, Hun-Seok Kim:
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection. CoRR abs/2205.06187 (2022) - 2021
- [c54]Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim:
Deep Learning in Latent Space for Video Prediction and Compression. CVPR 2021: 701-710 - [c51]Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim:
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. ISLPED 2021: 1-6 - 2019
- [j15]Sechang Oh, Minchang Cho, Zhan Shi, Jongyup Lim, Yejoong Kim, Seokhyeon Jeong, Yu Chen, Rohit Rothe, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
An Acoustic Signal Processing Chip With 142-nW Voice Activity Detection Using Mixer-Based Sequential Frequency Scanning and Neural Network Classification. IEEE J. Solid State Circuits 54(11): 3005-3016 (2019) - [c31]Ziyun Li, Yu Chen, Luyao Gong, Lu Liu, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
An 879GOPS 243mW 80fps VGA Fully Visual CNN-SLAM Processor for Wide-Range Autonomous Exploration. ISSCC 2019: 134-136 - [c30]Minchang Cho, Sechang Oh, Zhan Shi, Jongyup Lim, Yejoong Kim, Seokhyeon Jeong, Yu Chen, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
A 142nW Voice and Acoustic Activity Detection Chip for mm-Scale Sensor Nodes Using Time-Interleaved Mixer-Based Frequency Scanning. ISSCC 2019: 278-280 - 2018
- [j12]Seokhyeon Jeong, Yu Chen, Tae-Kwang Jang, Julius Ming-Lin Tsai, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
Always-On 12-nW Acoustic Sensing and Object Recognition Microsystem for Unattended Ground Sensor Nodes. IEEE J. Solid State Circuits 53(1): 261-274 (2018) - 2017
- [c17]Seokhyeon Jeong, Yu Chen, Tae-Kwang Jang, Julius Ming-Lin Tsai, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
21.6 A 12nW always-on acoustic sensing and object recognition microsystem using frequency-domain feature extraction and SVM classification. ISSCC 2017: 362-363 - 2016
- [c10]Yu Chen, Minchang Cho, Seokhyeon Jeong, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim:
A Dual-Stage, Ultra-Low-Power Acoustic Event Detection System. SiPS 2016: 213-218
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