Repositories list

• STARK

  Public
  Official PyTorch implementation of STARK (WWW 2026)

  Python

  •0•1•0•0•Updated Jan 14, 2026Jan 14, 2026

• FaceGCD-Generalized-Face-Discovery-via-Dynamic-Prefix-Generation

  Public
  Python

  •

  MIT License

  •0•2•0•0•Updated Oct 18, 2025Oct 18, 2025

• ATM

  Public
  Python

  •0•2•0•0•Updated Oct 14, 2025Oct 14, 2025

• RactoFit

  Public
  (CoLLAs 2024) Replaying with Realistic Latent Vectors in Generative Continual Learning

  Python

  •0•4•0•0•Updated May 21, 2024May 21, 2024

• recall-oriented-cl-framework

  Public
  Python

  •2•8•0•0•Updated Dec 15, 2023Dec 15, 2023

• separation_collaboration

  Public
  Python

  •0•2•0•0•Updated Sep 22, 2023Sep 22, 2023

• TA-DFKD-Official

  Public
  This is implementation of TA-DFKD

  Python

  •0•6•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•13•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

  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

  classificationincremental-learningcontinual-learning+ 1

  classificationincremental-learningcontinual-learningclass-incremental-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