Alternatives and similar repositories for GIFT_CL

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

• Hhhhhhao / Conv-Adapter
  ☆26Updated last year
• YuyangSunshine / Awesome-Continual-learning-of-Vision-Language-Models
  Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
  ☆88Updated last month
• AuroraZengfh / Local-Prompt
  [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
  ☆47Updated 2 months ago
• Ruiyang-061X / VL-Uncertainty
  🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".
  ☆44Updated 6 months ago
• EricTan7 / RAM
  [CVPR2025] Official implementation of RAM
  ☆23Updated 6 months ago
• iSEE-Laboratory / BPF
  (ECCV 2024) Official repository of paper "Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection"
  ☆20Updated 6 months ago
• ZjjConan / VLM-MultiModalAdapter
  The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".
  ☆82Updated 5 months ago
• LucyDYu / Awesome-Multimodal-Continual-Learning
  ☆142Updated 10 months ago
• liangyanshuo / InfLoRA
  The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning
  ☆88Updated 6 months ago
• zzezze / NeighborRetr
  Official implementation of "NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval (CVPR 2025)"
  ☆27Updated 5 months ago
• qunovo / NLPrompt
  ☆52Updated 3 months ago
• XLearning-SCU / 2025-ICLR-TCR
  Pytorch implementation of "Test-time Adaptation for Cross-modal Retrieval with Query Shift".
  ☆26Updated 6 months ago
• AtsuMiyai / Awesome-OOD-VLM
  Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
  ☆96Updated 3 months ago
• zhengli97 / PromptKD
  [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"
  ☆331Updated last month
• Maryeon / whiten_mtd
  Official repository of paper "Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval"
  ☆10Updated last year
• muzairkhattak / PromptSRC
  [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…
  ☆277Updated 2 years ago
• JiazuoYu / MoE-Adapters4CL
  Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024
  ☆247Updated 2 weeks ago
• JREion / DPC
  [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"
  ☆32Updated 3 weeks ago
• JieShibo / PETL-ViT
  [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass
  ☆194Updated 2 years ago
• Yangsenqiao / Awesome-Continual-Test-Time-Adaptation
  Collection of awesome Continual Test-Time Adaptation methods
  ☆21Updated last year
• LAMDA-CL / PROOF
  Learning without Forgetting for Vision-Language Models (TPAMI 2025)
  ☆44Updated 3 months ago
• fanrena / DPT
  The official implementation of paper Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model. If you find our code or paper use…
  ☆49Updated 2 years ago
• chu0802 / SnD
  This is an official implementation of our work, Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on V…
  ☆13Updated last week
• SJTU-DeepVisionLab / HyperCLIP
  [CVPR 2025] Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
  ☆21Updated 2 months ago
• fan23j / ICML2024-OT-CLIP
  Official Repository for ICML 2024 Paper "OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport"
  ☆17Updated last year
• DoubleClass / GMM
  Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]
  ☆49Updated 10 months ago
• WalterSimoncini / no-train-all-gain
  Code for the paper "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"
  ☆12Updated 11 months ago
• SUSI-Lab / Awesome-Continual-Test-Time-Adaptation
  ☆38Updated last year
• xmed-lab / TAM
  [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs
  ☆82Updated last month
• YCaigogogo / CODER
  ☆22Updated last year