Alternatives and similar repositories for SEFE

Users that are interested in SEFE are comparing it to the libraries listed below

• liangyanshuo / InfLoRA
  The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning
  ☆101Updated 9 months ago
• zackschen / CoIN
  Instruction Tuning in Continual Learning paradigm
  ☆68Updated 11 months ago
• Thunderbeee / ZSCL
  Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
  ☆106Updated last year
• LAMDA-CL / PROOF
  Learning without Forgetting for Vision-Language Models (TPAMI 2025)
  ☆55Updated 6 months ago
• Zhanxin-Gao / CPrompt
  Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]
  ☆35Updated 6 months ago
• linghan1997 / Regression-based-Analytic-Incremental-Learning
  ☆32Updated 10 months ago
• srvCodes / clap4clip
  Code for our NeurIPS´24 paper
  ☆38Updated last year
• zhangce01 / DPE-CLIP
  [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
  ☆45Updated 9 months ago
• lloongx / DIKI
  [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
  ☆56Updated last year
• KevinLight831 / CTP
  [ICCV2023] - CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation
  ☆38Updated last year
• bjzhb666 / MLLM-CL
  This is the official repo of MLLM-CL.
  ☆57Updated 2 months ago
• XueJiang16 / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆29Updated last year
• thu-ml / HiDe-Prompt
  Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)
  ☆90Updated last year
• BeierZhu / GLA
  [NeurIPS 2023] Generalized Logit Adjustment
  ☆39Updated last year
• Gank0078 / FineSSL
  Pytorch implementation for "Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning" (ICML 2024)
  ☆24Updated 7 months ago
• tmlr-group / WCA
  [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"
  ☆57Updated last year
• Ghy0501 / HiDe-LLaVA
  [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…
  ☆45Updated 4 months ago
• mengcaopku / Continual-LLaVA
  ☆16Updated last year
• mrflogs / SHIP
  Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"
  ☆103Updated last year
• YuyangSunshine / Awesome-Continual-learning-of-Vision-Language-Models
  Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
  ☆134Updated 2 weeks ago
• ShuvenduRoy / CoPrompt
  [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models
  ☆84Updated last year
• azshue / TPT
  Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))
  ☆203Updated 3 years ago
• YCaigogogo / CODER
  ☆22Updated last year
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆112Updated last year
• BatsResearch / menghini-neurips23-code
  Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
  ☆51Updated last year
• LucyDYu / Awesome-Multimodal-Continual-Learning
  ☆150Updated last year
• AuroraZengfh / Local-Prompt
  [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
  ☆49Updated 5 months ago
• DoubleClass / GMM
  Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]
  ☆49Updated last year
• ECNU-ICALK / CL-MoE
  [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…
  ☆44Updated 6 months ago
• LAMDA-CL / ICCV25-ENGINE
  External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)
  ☆50Updated last month