Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
☆45Nov 12, 2024Updated last year
Alternatives and similar repositories for FeCAM
Users that are interested in FeCAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for CLVision workshop (CVPR 2024) paper - Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-train…☆11Nov 12, 2024Updated last year
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- The code implementation of the <Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning> in The Co…☆14May 25, 2023Updated 3 years ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 years ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆46Apr 8, 2024Updated 2 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆20Apr 18, 2025Updated last year
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated 2 years ago
- Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning☆15Feb 14, 2023Updated 3 years ago
- ☆14Mar 21, 2025Updated last year
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆36May 26, 2025Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,099Jan 29, 2026Updated 7 months ago
- Official repository for our paper on "Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segme…☆12Jan 3, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆597Jan 29, 2026Updated 7 months ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆56Aug 17, 2024Updated 2 years ago
- [CVPR 2024 Highlight] - Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacement…☆14Oct 21, 2024Updated last year
- Instruction Tuning in Continual Learning paradigm☆83Feb 5, 2025Updated last year
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆44Jul 15, 2023Updated 3 years ago
- This repo is a collection of AWESOME things about continual semantic segmentation, including papers, code, demos, etc. Feel free to pull …☆30Aug 21, 2024Updated 2 years ago
- 🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"☆30Apr 16, 2025Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆83Apr 1, 2025Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆216Aug 11, 2026Updated 3 weeks ago
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated last year
- A PyTorch framework for Continual Learning research.☆24Dec 7, 2023Updated 2 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆47Mar 21, 2023Updated 3 years ago
- [ICML 2023] Parameter-Level Soft-Masking for Continual Learning☆19Jul 13, 2023Updated 3 years ago
- Official repository for “Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning,” accep…☆40Aug 6, 2026Updated 3 weeks ago
- [ECCV 2024] Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation☆39Mar 3, 2025Updated last year
- Offical implementation of "Re-Aligning Language to Visual Objects with an Agentic Workflow"☆34Apr 20, 2025Updated last year
- Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"☆43Jun 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- The main code of our proposed multi-resolution interactive transformer☆11May 16, 2025Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆611May 11, 2024Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆26Nov 15, 2021Updated 4 years ago
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆14Mar 18, 2025Updated last year
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆114Mar 13, 2025Updated last year
- ☆10Jan 9, 2025Updated last year