class-incremental-learning topic

Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)

zhoudw-zdw

(AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network

bigdata-inha

The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.

zhoudw-zdw

The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.

zhoudw-zdw

The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch

wangkiw

The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.

zhoudw-zdw

ICLR2024 paper on Continual Learning

grypesc

✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction

linhaowei1

Winning SubNetwork (WSN), Soft-SubNetwork (SoftNet)

ihaeyong