simomagi / elastic_feature_consolidation
[ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
☆20Updated 4 months ago
Alternatives and similar repositories for elastic_feature_consolidation:
Users that are interested in elastic_feature_consolidation are comparing it to the libraries listed below
- ☆41Updated 10 months ago
- ☆13Updated 4 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆79Updated 2 months ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆58Updated 4 months ago
- ICLR2024 paper on Continual Learning☆31Updated 9 months ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆25Updated 3 months ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆133Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆130Updated 5 months ago
- Code for ICML2023 paper, DDGR: Continual Learning with Deep Diffusion-based Generative Replay.☆34Updated last year
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆75Updated 3 months ago
- ☆26Updated 4 months ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆41Updated 5 months ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆42Updated last year
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆25Updated last year
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆31Updated 7 months ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆46Updated 4 months ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆37Updated 2 months ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆37Updated 9 months ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆62Updated 5 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆86Updated 10 months ago
- The code implementation of the <Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning> in The Co…☆11Updated last year
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆48Updated 11 months ago
- 🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"☆21Updated this week
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆25Updated last year
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆28Updated 3 months ago
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆20Updated 7 months ago
- Code for our NeurIPS´24 paper☆20Updated 3 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆88Updated 2 years ago
- ☆47Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆108Updated last year