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hskim0584/README.md

πŸ“ paper & πŸ†award

πŸ“ Multi-Exit Faster R-CNN(MEF): An Adaptive Multi-Exit Neural Network for Time-Varying Computing Resources
J-KICS 50.2 (2025): 234-244. (KCI, SCOPUS)
.
β†ͺοΈπŸ† 2024년도 λ°˜λ„μ²΄ μ „κ³΅νŠΈλž™μ‚¬μ—… μ„±κ³Όλ°œν‘œνšŒ "κΈˆμƒ"
Multi Exit Faster R-CNN under resource constraints
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πŸ“ Caching, transcoding, delivery and learning for advanced video streaming services.
ICT Express 10.4 (2024): 774-785. (KCI, SCOPUS)
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πŸ“ λ”œλ ˆμ΄-민감 λΉ„λ””μ˜€ 슀트리밍 μ„œλΉ„μŠ€λ₯Ό μœ„ν•œ DQN μ•Œκ³ λ¦¬μ¦˜ 연ꡬ
ν•œκ΅­ν†΅μ‹ ν•™νšŒ ν•™μˆ λŒ€νšŒλ…Όλ¬Έμ§‘ (2023): 1090-1091.
.
β†ͺοΈπŸ† ν•™μˆ λŒ€νšŒ ν•™λΆ€ μš°μˆ˜λ…Όλ¬Έ "μ΅œμš°μˆ˜μƒ"
λ”œλ ˆμ΄-민감 λΉ„λ””μ˜€ 슀트리밍 μ„œλΉ„μŠ€λ₯Ό μœ„ν•œ DQN μ•Œκ³ λ¦¬μ¦˜ 연ꡬ
.
πŸ“ ν•©μ„±κ³± 신경망 기반 λΉ„ν‰λ©΄μ—μ„œμ˜ λΉ” ν”„λ‘œμ ν„° μ™œκ³‘ 보정 기술
ν•œκ΅­ν†΅μ‹ ν•™νšŒ ν•™μˆ λŒ€νšŒλ…Όλ¬Έμ§‘ (2023): 983-984.
.
β†ͺοΈπŸ† ν•™μˆ λŒ€νšŒ ν•™λΆ€ μš°μˆ˜λ…Όλ¬Έ "μž₯렀상"
ν•©μ„±κ³± 신경망 기반 λΉ„ν‰λ©΄μ—μ„œμ˜ λΉ” ν”„λ‘œμ ν„° μ™œκ³‘ 보정 기술
.
β†ͺοΈπŸ† 제2회 μ°½μ˜ν˜μ‹  ν”„λ‘œμ νŠΈ 곡λͺ¨μ „ "μš°μˆ˜μƒ"
κ³΅κ°„μ˜ μ œμ•½μ΄ μ—†λŠ” λΉ” ν”„λ‘œμ ν„°
.
πŸ† μžλ™μ°¨λΆ€ν’ˆμ‚°μ—…μ§„ν₯μž¬λ‹¨ λ―Έλž˜μžλ™μ°¨μ‚°μ—… 아이디어 곡λͺ¨μ „ "μž₯렀상"
BranchyNet & CNN 인곡지λŠ₯ 신경망 기반의 β€œμš°νšŒμ „ 연동 μžλ™ 쒌ν–₯ μ‚¬μ΄λ“œ λ―ΈλŸ¬β€ μ œμ–΄ μ‹œμŠ€ν…œ
.
πŸ† 제19회 μ „κ΅­λŒ€ν•™μƒ μ¦κΆŒνŒŒμƒμƒν’ˆ κ²½μ‹œλŒ€νšŒ "μž…μƒ"
CNNκ³Ό POMDP 기반 κ°•ν™” ν•™μŠ΅μ„ ν†΅ν•œ 기술적 λΆ„μ„μ˜ κ°€μΉ˜ 및 κ°€λŠ₯μ„± 연ꡬ
.
πŸ† 제1회 μ°½μ˜ν˜μ‹  ν”„λ‘œμ νŠΈ 곡λͺ¨μ „ "λŒ€μƒ"
CNN을 ν™œμš©ν•œ 였λͺ© λ‘œλ΄‡ μ œμž‘
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πŸ† 16회 μ½”λ“œκ²Œμ΄νŠΈ κΈ€λ‘œλ²Œ AIμ•„μ΄λ””μ–΄λž© 곡λͺ¨μ „ "μž…μƒ"
μ˜μƒν†΅ν™” ν”Œλž«νΌ λ‚΄μ˜ λ”₯페이크 감지 λͺ¨λΈ
.

πŸ› οΈ Tech Stacks



πŸ§‘β€πŸ’» Contact



Pinned Loading

  1. Branchynet-Early-Exit-Net-Resnet-pretraining-model-with-Imagenet-data Branchynet-Early-Exit-Net-Resnet-pretraining-model-with-Imagenet-data Public

    Python

  2. GooDongWoo/branchy_fast_r_cnn_net GooDongWoo/branchy_fast_r_cnn_net Public

    Jupyter Notebook

  3. MVSplat_ObjectOriented MVSplat_ObjectOriented Public

    Python

  4. DQN_based_BTC_Trading_Algorithm DQN_based_BTC_Trading_Algorithm Public

    Python 1

  5. branchy_net_cnn_Automatic_leftturn_sidemirror branchy_net_cnn_Automatic_leftturn_sidemirror Public

    Python

  6. DQN_Delay-Sensitive_video_streaming_service DQN_Delay-Sensitive_video_streaming_service Public

    Python