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Direct Conversion: Accelerating Convolutional Neural Networks Utilizing Sparse Input Activation Go to Link

Lee, Won-Hyu; Roh, Si-Dong; Park, Sangki; Chung, Ki Seok

ArticleIssue Date2020CitationIECON Proceedings (Industrial Electronics Conference), v.2020, no.October, pp.441 - 446PublisherIEEE Computer Society

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FlowNetU: Accurate Uncertainty Estimation of Optical Flow for Video Object Detection Go to Link

Kang, Jun-Gu; Roh, Si-Dong; Chung, Ki-Seok

ArticleIssue Date2021CitationACM International Conference Proceeding Series, pp.36 - 41PublisherAssociation for Computing Machinery

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Implementation of an LDPC decoder on a heterogeneous FPGA-CPU platform using SDSoC Go to Link

Roh, Si-Dong; Cho, Keol; Chung, Ki-Seok

ArticleIssue Date2017CitationIEEE Region 10 Annual International Conference, Proceedings/TENCON, pp 2555 - 2558PublisherInstitute of Electrical and Electronics Engineers Inc.

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iNLC: Iterative Noisy Label Correction

Koo, Seungyeon; Park, Sangki; Roh, Si-Dong; Chung, Ki-Seok

ArticleIssue Date2023CitationProceedings - 17th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2023, pp 99 - 106PublisherInstitute of Electrical and Electronics Engineers Inc.

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Robustness-Aware Filter Pruning for Robust Neural Networks Against Adversarial Attacks Go to Link

Lim, Hyuntak; Roh, Si-Dong; Park, Sangki; Chung, Ki-Seok

ArticleIssue Date2021CitationIEEE International Workshop on Machine Learning for Signal Processing, MLSP, v.2021, no.October, pp.1 - 6PublisherIEEE Computer Society

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Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits Go to Link

Kim, Dowon; Lee, MinJae; Kim, Janghyeon; Kwon, HyuckSung; Jeong, Hyeonggyu; Park, Sang-Soo; Yoon, Minyong; Roh, Si-Dong; Kwon, Yongsuk; So, Jinin, et al.

ArticleIssue Date2025CitationParallel Architectures and Compilation Techniques - Conference Proceedings, PACT, pp 1 - 13PublisherInstitute of Electrical and Electronics Engineers Inc.

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Token Merging with Class Importance Score Go to Link

설광수; Roh, Si-Dong; Chung, Ki-Seok

ArticleIssue Date2023CitationIECON Proceedings (Industrial Electronics Conference), pp 1 - 6

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Browsing by Roh, Si-DongAuthor

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