Alternatives and similar repositories for Foundation-LMs-based-Continual-Learning

Users that are interested in Foundation-LMs-based-Continual-Learning are comparing it to the libraries listed below

• Lackel / DPN
  [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network
  ☆33Updated last year
• LucyDYu / Awesome-Multimodal-Continual-Learning
  ☆142Updated 9 months ago
• thu-ml / HiDe-Prompt
  Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)
  ☆87Updated 10 months ago
• srvCodes / clap4clip
  Code for our NeurIPS´24 paper
  ☆36Updated 10 months ago
• ECNU-ICALK / CL-MoE
  Official Codes for our CVPR paper <CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual …
  ☆32Updated 3 months ago
• wangyu-ustc / LM4CV
  The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**
  ☆46Updated last year
• Zhanxin-Gao / CPrompt
  Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]
  ☆34Updated 3 months ago
• zhangxi1997 / VQACL
  VQACL: A Novel Visual Question Answering Continual Learning Setting (CVPR'23)
  ☆41Updated last year
• GT-RIPL / CODA-Prompt
  PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"
  ☆151Updated last year
• linghan1997 / Regression-based-Analytic-Incremental-Learning
  ☆28Updated 7 months ago
• Thunderbeee / ZSCL
  Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
  ☆100Updated last year
• Pbihao / SLM
  ☆28Updated last year
• LAMDA-CL / RevisitingCIL
  Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
  ☆149Updated last year
• mrflogs / ICLR24
  Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"
  ☆79Updated last year
• SprocketLab / roboshot
  ☆22Updated last year
• LzVv123456 / Contrastive-Prototypical-Prompt
  ☆21Updated 6 months ago
• SSSunQing / Example_Influence_CL
  ☆20Updated 3 years ago
• grypesc / SEED
  ICLR2024 paper on Continual Learning
  ☆36Updated last year
• SaFoLab-WISC / FIUBench
  A Task of Fictitious Unlearning for VLMs
  ☆22Updated 5 months ago
• McDonnell-Research-Lab / RanPAC
  RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper
  ☆52Updated 7 months ago
• F-JISOO / ICLR-2025-Submitted
  ☆21Updated 11 months ago
• sun-hailong / CVPR24-Ease
  [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.
  ☆75Updated 5 months ago
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆105Updated last year
• naver-ai / dap-cl
  Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"
  ☆43Updated last year
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆20Updated 11 months ago
• CHENGY12 / PLOT
  [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
  ☆171Updated last year
• LAMDA-CL / Awesome-open-world-learning
  Awesome-open-world-learning
  ☆26Updated 3 years ago
• AuroraZengfh / Local-Prompt
  [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
  ☆46Updated last month
• FengHZ / CoSDA
  The official implementation of our work CoSDA: Continual Source-Free Domain Adaptation.
  ☆43Updated 2 years ago
• liangyanshuo / InfLoRA
  The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning
  ☆88Updated 6 months ago