Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.
☆18Nov 13, 2024Updated last year
Alternatives and similar repositories for ldc
Users that are interested in ldc are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆31May 26, 2025Updated 9 months ago
- ☆11May 16, 2025Updated 9 months ago
- Code for our NeurIPS´24 paper☆39Oct 28, 2024Updated last year
- code and resources for our paper "Achieving Joint Training Accuracy in Continual Learning" in AAAI2025☆15Feb 25, 2025Updated last year
- ☆51Apr 5, 2025Updated 10 months ago
- Implementation for NeurIPS 2024 paper "SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models" (ht…☆14Dec 23, 2024Updated last year
- ☆12Jul 4, 2024Updated last year
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆44Apr 8, 2024Updated last year
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆108Mar 13, 2025Updated 11 months ago
- ☆39Aug 26, 2025Updated 6 months ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆28Oct 27, 2023Updated 2 years ago
- [ECCV'24] NamedCurves: Learned Image Enhancement via Color Naming☆33Sep 8, 2025Updated 5 months ago
- ☆33May 24, 2024Updated last year
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆33Jul 29, 2024Updated last year
- [ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation☆35Aug 16, 2024Updated last year
- ☆19Oct 16, 2025Updated 4 months ago
- Notes for the weekly AIRS Reading Group sessions☆10Oct 22, 2020Updated 5 years ago
- ☆13Jun 9, 2025Updated 8 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆567Jan 29, 2026Updated last month
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆41Nov 12, 2024Updated last year
- Code for 2023 ICCV paper 'Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection'☆43Feb 19, 2025Updated last year
- UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction☆10Jul 6, 2025Updated 7 months ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆16Mar 28, 2025Updated 11 months ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- ☆29Sep 16, 2025Updated 5 months ago
- Official implementation of paper "GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model", ICML 2025☆15Dec 25, 2025Updated 2 months ago
- ☆10Nov 4, 2024Updated last year
- Source code for the paper "Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning" from WACV 2024☆12Mar 25, 2024Updated last year
- [IEEE TMI 2024] GC2: Generalizable Continual Classification of Medical Images☆10Jun 4, 2024Updated last year
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Dec 17, 2024Updated last year
- 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
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆59Jul 3, 2025Updated 8 months ago
- Source code for the paper "Do Deep Neural Network Solutions form a Star Domain?"☆12May 26, 2024Updated last year
- Write a decent-looking resume in 5 minutes without knowing LaTeX!☆10Dec 2, 2017Updated 8 years ago
- [CVPR2025] The implementation of Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning☆18Dec 6, 2025Updated 2 months ago
- Official Implementations "Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference" for DiT (NeurIPS'24)☆15Aug 3, 2025Updated 7 months ago
- ☆13Jan 12, 2024Updated 2 years ago
- Massively Annotated DeepFake Databases - IEEE Transactions on Technology and Society 2024☆14Feb 28, 2024Updated 2 years ago