π PILOT: A Pre-trained Model-Based Continual Learning Toolbox
β574Jan 29, 2026Updated 3 months ago
Alternatives and similar repositories for LAMDA-PILOT
Users that are interested in LAMDA-PILOT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyCIL: A Python Toolbox for Class-Incremental Learningβ1,076Jan 29, 2026Updated 3 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)β151Aug 25, 2024Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β83Apr 1, 2025Updated last year
- π π A curated list of awesome papers for incremental learning with pre-trained modelsβ59Jun 9, 2025Updated 10 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)β91Nov 15, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Class-Incremental Learning: A Survey (TPAMI 2024)β279Nov 7, 2024Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22β204Oct 14, 2023Updated 2 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power β¦β54Aug 17, 2024Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paperβ57Feb 15, 2025Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learniβ¦β810Apr 20, 2026Updated 2 weeks ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Modelsβ107Mar 5, 2024Updated 2 years ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22β127Feb 12, 2023Updated 3 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ β¦β475Jul 30, 2024Updated last year
- Awesome Incremental Learningβ4,459Mar 18, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"β160Oct 5, 2023Updated 2 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repositoryβ608May 11, 2024Updated last year
- β152Mar 27, 2026Updated last month
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.β108Sep 3, 2025Updated 8 months ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)β56Nov 19, 2025Updated 5 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024β273Sep 18, 2025Updated 7 months ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.β361Jan 27, 2026Updated 3 months ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)β61Jul 3, 2025Updated 10 months ago
- β51Apr 5, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]β34Jun 12, 2025Updated 10 months ago
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernelβ¦β283Dec 9, 2024Updated last year
- β24Apr 7, 2024Updated 2 years ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learningβ112Mar 13, 2025Updated last year
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorchβ47Mar 21, 2023Updated 3 years ago
- β[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Predictionβ31Oct 29, 2024Updated last year
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β55Apr 17, 2025Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.β565May 26, 2023Updated 2 years ago
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformerβ29Aug 10, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official repository for "CLIP model is an Efficient Continual Learner".β109Dec 13, 2022Updated 3 years ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learningβ42Nov 12, 2024Updated last year
- Code for NeurIPS 2022 paper βS-Prompts Learning with Pre-trained Transformers: An Occamβs Razor for Domain Incremental Learningββ106Sep 26, 2024Updated last year
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.β19Nov 13, 2024Updated last year
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"β41Nov 10, 2023Updated 2 years ago
- A clean and simple data loading library for Continual Learningβ447Jun 25, 2023Updated 2 years ago
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgettingβ191Apr 27, 2026Updated last week