Alternatives and similar repositories for CLDatasets:

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

• drimpossible / BudgetCL
  Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?
  ☆18Updated last year
• ElvishElvis / CLEAR-Continual_Learning_Benchmark
  CLEAR benchmark (NeurIPS 2021 Dataset & Benchmark)
  ☆26Updated last year
• Mattdl / ContinualEvaluation
  [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
  ☆27Updated last year
• khanrc / miro
  Official PyTorch implementation of MIRO (ECCV 2022)
  ☆86Updated 2 years ago
• anniesch / surgical-finetuning
  Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023
  ☆29Updated last year
• tyler-hayes / Embedded-CL
  PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"
  ☆12Updated 2 years ago
• neu-spiral / SparCL
  SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22
  ☆29Updated last year
• divyam3897 / UCL
  Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)
  ☆96Updated 2 years ago
• oleksost / latent_CL
  Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".
  ☆30Updated 2 years ago
• Mattdl / RehearsalRevealed
  Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.
  ☆27Updated 3 years ago
• DonkeyShot21 / cassle
  Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
  ☆122Updated 2 years ago
• jaehong31 / OCS
  Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022
  ☆24Updated 2 years ago
• imirzadeh / CL-Gym
  CL-Gym: Full-Featured PyTorch Library for Continual Learning
  ☆40Updated last year
• grasp-lyrl / modelzoo_continual
  Model Zoos for Continual Learning (ICLR 22)
  ☆44Updated last year
• pclucas14 / AML
  ☆25Updated 3 years ago
• PolinaKirichenko / deep_feature_reweighting
  ☆108Updated last year
• Johswald / learning_where_to_learn
  ☆38Updated 4 months ago
• naver-ai / i-Blurry
  Official Pytorch implementation of Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference (ICLR …
  ☆54Updated 2 years ago
• kangzhiq / NNCSL
  [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…
  ☆23Updated 3 months ago
• tdemin16 / Continual-LayerNorm-Tuning
  Official Repository of "On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers" (Visual Continual Learnin…
  ☆8Updated last year
• Weixin-Liang / MetaShift
  MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)
  ☆109Updated 2 years ago
• ZichenMiao / CL_Atom_Swapping
  ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping
  ☆16Updated last year
• RAIVNLab / neural-priming
  Code repository for the paper - "Neural Priming for Sample-Efficient Adaptation"
  ☆13Updated last year
• danruod / FS-DGPM
  Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".
  ☆16Updated 3 years ago
• oripress / CCC
  Code for Continuously Changing Corruptions (CCC) benchmark + evaluation
  ☆34Updated 7 months ago
• deeplearning-wisc / gradnorm_ood
  On the Importance of Gradients for Detecting Distributional Shifts in the Wild
  ☆55Updated 2 years ago
• aengusl / spawrious
  ☆26Updated last year
• brendel-group / clip-ood
  Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)
  ☆11Updated 7 months ago
• yoonholee / DivDis
  ☆40Updated 2 years ago
• jhairgallardo / awesome-continual-self-supervised-learning
  List of papers that combine self-supervision and continual learning
  ☆63Updated 2 weeks ago