Pinned Repositories
ART
Code implementation of ART
CL_sampling
(2021IJCAI..maybe?) PKD
LBYL
Pool-of-Experts-code
(SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
QueryNet
(2021) QueryNet: Querying Neural Networks for Lightweight Specialized Models
recall-oriented-cl-framework
specialized-neural-network
(KCC 2019) 데이터 응집도에 따른 전문화된 경량 신경망 모델 성능 분석
Split-and-Bridge
(AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
TA-DFKD-Official
This is implementation of TA-DFKD
Zero-Base-GFSL
(AAAI 2023) Better Generalized Few-Shot Learning Even Without Base Data
Big Data Lab., Inha Univ.'s Repositories
bigdata-inha/Split-and-Bridge
(AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
bigdata-inha/Zero-Base-GFSL
(AAAI 2023) Better Generalized Few-Shot Learning Even Without Base Data
bigdata-inha/Pool-of-Experts-code
(SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
bigdata-inha/QueryNet
(2021) QueryNet: Querying Neural Networks for Lightweight Specialized Models
bigdata-inha/recall-oriented-cl-framework
bigdata-inha/ART
Code implementation of ART
bigdata-inha/LBYL
bigdata-inha/TA-DFKD-Official
This is implementation of TA-DFKD
bigdata-inha/CL_sampling
(2021IJCAI..maybe?) PKD
bigdata-inha/specialized-neural-network
(KCC 2019) 데이터 응집도에 따른 전문화된 경량 신경망 모델 성능 분석
bigdata-inha/Filter_Pruning_Using_MR_Paths
(KSC 2020) 사전 학습된 신경망에서 최대 적합성 경로를 이용한 구조화된 프루닝 기법
bigdata-inha/Rethinking_network_pruning
(KSC 2020) 학습률 감쇠 기법 관점에서의 네트워크 프루닝 기법에 대한 고찰
bigdata-inha/batch-Selection
(2021 KCC)
bigdata-inha/Class_Imbalance_Inside_CNNs
(KDBC 2020) - 데이터 불균형이 합성곱 신경망의 다수 클래스 멤버쉽 비율에 미치는 영향
bigdata-inha/FedDC
Stable Federated Learning with Dataset Condensation
bigdata-inha/layer-share-network
(IITP 1차연도 과제 수행) 데이터 환경 기반 계층형 구조의 신경망 모델 개발 및 실험
bigdata-inha/Object-detection-model-Zoo
Implementation of Object detection models
bigdata-inha/PIoU_YOLOV3
PIoU Loss implementation with YOLO v3 model
bigdata-inha/RFMiner
(DAMI 2020) Recency-based Sequential Pattern Mining in Multiple Event Sequences
bigdata-inha/separation_collaboration
bigdata-inha/SpecializedMobileNet
(KSC 2019) 채널 프루닝 기반 모델 전문화를 통한 경량 신경망 추출 기법
bigdata-inha/SubNet
(KSC 2019) 학습된 신경망에서 카테고리 부분집합 분류를 위한 서브 네트워크 추출 기법
bigdata-inha/websokcet-platform