Alternatives and similar repositories for COLA

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

• TomSheng21 / tta-vlm
  [NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
  ☆24Updated 3 weeks ago
• Ghy0501 / PILoRA
  [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"
  ☆21Updated last year
• JeremyCJM / CCST
  Official repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
  ☆32Updated last year
• tfzhou / FedFA
  ICLR 2023 - FedFA: Federated Feature Augmentation
  ☆59Updated 2 years ago
• keikeiqi / MGTTA
  AAAI2025
  ☆11Updated 7 months ago
• mr-eggplant / SAR
  Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World
  ☆197Updated 2 years ago
• JiahuaDong / LGA
  [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning
  ☆30Updated last year
• Jhyun17 / DeYO
  ☆27Updated last year
• SCUT-AILab / CPGA
  ☆49Updated 2 years ago
• WenkeHuang / RethinkFL
  CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
  ☆111Updated 10 months ago
• chunmeifeng / FedPR
  【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction
  ☆48Updated 2 years ago
• mr-eggplant / EATA
  Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting
  ☆133Updated 2 years ago
• Albert0147 / AaD_SFDA
  Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'
  ☆73Updated 11 months ago
• Rorozhl / CA-MKD
  This is the implementation for the ICASSP-2022 paper (Confidence-Aware Multi-Teacher Knowledge Distillation).
  ☆63Updated 3 years ago
• mr-eggplant / FOA
  Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes
  ☆90Updated last year
• elaine-sui / TPS
  ☆21Updated last year
• HongxiaLee / FedOTP
  Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
  ☆49Updated last year
• MediaBrain-SJTU / FedDG-GA
  [CVPR 2023] Federated Domain Generalization with Generalization Adjustment
  ☆50Updated 2 years ago
• SakurajimaMaiii / TSD
  [CVPR 2023] Feature Alignment and Uniformity for Test Time Adaptation
  ☆49Updated 7 months ago
• Yangsenqiao / vida
  [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
  ☆71Updated last year
• uitrbn / IDM
  ☆28Updated 2 years ago
• tmlr-group / ZS-NTTA
  [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"
  ☆12Updated 8 months ago
• matsuolab / T3A
  This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…
  ☆101Updated 3 years ago
• jinyan-06 / SHIKE
  Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
  ☆40Updated last year
• thuml / CLIPood
  About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864
  ☆68Updated 2 years ago
• hkgdifyu / pFedPT
  ☆14Updated last year
• zhangmarvin / memo
  ☆69Updated 2 years ago
• JiahuaDong / FISS
  [CVPR2023] Federated Incremental Semantic Segmentation
  ☆37Updated 2 years ago
• MediaBrain-SJTU / FedGELA
  [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
  ☆13Updated 3 months ago
• TomSheng21 / R-TPT
  CVPR 2025 - R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
  ☆16Updated 2 months ago