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[ICML 2025] Code for paper "Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning"
The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)
Code for "Privacy-Aware Lifelong Learning" [ICLR 2025]
(TPAMI 2025) ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
MOS: Modeling Object-Scene Associations in Generalized Category Discovery (CVPR 2025)
[ECCV 2024] Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning
Covariance Space Regularize
Official code of "Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning"
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
A high performance implementation of HDBSCAN clustering.
Code and documentation for T&E Metrics Framework
[CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning
PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"
[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning
Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
Source Code for FINCH Clustering Algorithm
一个overleaf latex中英文通用模板，元素丰富，适合latex入门；An Overleaf LaTeX Chinese and English universal template, rich in elements, suitable for getting started with LaTeX;
The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch