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@bigdata-inha Big Data Lab., Inha Univ.

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    24 repositories

    • RactoFit

      Public
      (CoLLAs 2024) Replaying with Realistic Latent Vectors in Generative Continual Learning
      Python
      •0•3•0•0•Updated May 21, 2024May 21, 2024

    • recall-oriented-cl-framework

      Public
      Python
      •2•7•0•0•Updated Dec 15, 2023Dec 15, 2023

    • separation_collaboration

      Public
      Python
      •0•1•0•0•Updated Sep 22, 2023Sep 22, 2023

    • TA-DFKD-Official

      Public
      This is implementation of TA-DFKD
      Python
      •0•4•0•0•Updated Aug 15, 2023Aug 15, 2023

    • QueryNet

      Public
      (2021) QueryNet: Querying Neural Networks for Lightweight Specialized Models
      Python
      •1•6•0•0•Updated May 25, 2023May 25, 2023

    • Zero-Base-GFSL

      Public
      (AAAI 2023) Better Generalized Few-Shot Learning Even Without Base Data
      Python
      •1•12•1•0•Updated Nov 29, 2022Nov 29, 2022

    • LBYL

      Public
      Python
      •1•3•0•0•Updated Apr 26, 2022Apr 26, 2022

    • ART

      Public
      Code implementation of ART
      HTML
      •
      Apache License 2.0
      •1•3•0•0•Updated Apr 26, 2022Apr 26, 2022

    • FedDC

      Public
      Stable Federated Learning with Dataset Condensation
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 29, 2021Dec 29, 2021

    • websokcet-platform

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Dec 27, 2021Dec 27, 2021

    • PIoU_YOLOV3

      Public
      PIoU Loss implementation with YOLO v3 model
      Python
      •2•0•0•0•Updated Dec 27, 2021Dec 27, 2021

    • CL_sampling

      Public
      (2021IJCAI..maybe?) PKD
      Python
      •1•1•0•0•Updated Apr 15, 2021Apr 15, 2021

    • Pool-of-Experts-code

      Public
      (SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
      queryneural-networklightweight-neural-network
      Python
      •3•4•0•0•Updated Feb 19, 2021Feb 19, 2021

    • Split-and-Bridge

      Public
      (AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
      classificationcontinual-learningclass-incremental-learningincremental-learning
      Python
      •6•24•0•0•Updated Feb 3, 2021Feb 3, 2021

    • Rethinking_network_pruning

      Public
      (KSC 2020) 학습률 감쇠 기법 관점에서의 네트워크 프루닝 기법에 대한 고찰
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 6, 2020Dec 6, 2020

    • Filter_Pruning_Using_MR_Paths

      Public
      (KSC 2020) 사전 학습된 신경망에서 최대 적합성 경로를 이용한 구조화된 프루닝 기법
      Python
      •0•0•0•0•Updated Dec 6, 2020Dec 6, 2020

    • RFMiner

      Public
      (DAMI 2020) Recency-based Sequential Pattern Mining in Multiple Event Sequences
      C++
      •1•0•0•0•Updated Dec 4, 2020Dec 4, 2020

    • batch-Selection

      Public
      (2021 KCC)
      Python
      •
      MIT License
      •1•0•0•0•Updated Oct 31, 2020Oct 31, 2020

    • Class_Imbalance_Inside_CNNs

      Public
      (KDBC 2020) - 데이터 불균형이 합성곱 신경망의 다수 클래스 멤버쉽 비율에 미치는 영향
      Jupyter Notebook
      •1•0•0•0•Updated Sep 1, 2020Sep 1, 2020

    • Object-detection-model-Zoo

      Public
      Implementation of Object detection models
      0•0•0•0•Updated Jan 15, 2020Jan 15, 2020

    • specialized-neural-network

      Public
      (KCC 2019) 데이터 응집도에 따른 전문화된 경량 신경망 모델 성능 분석
      Jupyter Notebook
      •0•1•0•0•Updated Nov 14, 2019Nov 14, 2019

    • SpecializedMobileNet

      Public
      (KSC 2019) 채널 프루닝 기반 모델 전문화를 통한 경량 신경망 추출 기법
      Python
      •0•0•0•0•Updated Nov 14, 2019Nov 14, 2019

    • layer-share-network

      Public
      (IITP 1차연도 과제 수행) 데이터 환경 기반 계층형 구조의 신경망 모델 개발 및 실험
      Jupyter Notebook
      •0•0•0•0•Updated Nov 8, 2019Nov 8, 2019

    • SubNet

      Public
      (KSC 2019) 학습된 신경망에서 카테고리 부분집합 분류를 위한 서브 네트워크 추출 기법
      Python
      •0•0•0•0•Updated Oct 24, 2019Oct 24, 2019