kangzhiq / MISAView external linksLinks
[ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Independent General Continual Learning".
☆16Dec 21, 2025Updated last month
Alternatives and similar repositories for MISA
Users that are interested in MISA are comparing it to the libraries listed below
Sorting:
- This is the implementation of Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory☆14Jul 28, 2024Updated last year
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆31Jun 17, 2025Updated 7 months ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆51Nov 19, 2025Updated 2 months ago
- ☆11May 16, 2025Updated 9 months ago
- ☆40Aug 26, 2025Updated 5 months ago
- [IEEE TMI 2024] GC2: Generalizable Continual Classification of Medical Images☆10Jun 4, 2024Updated last year
- ☆49Apr 5, 2025Updated 10 months ago
- ☆13Nov 26, 2023Updated 2 years ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- ☆32Feb 24, 2025Updated 11 months ago
- We introduce a model of lifelong learning, based on a Network of Experts. New tasks / experts are learned and added to the model sequenti…☆11Aug 8, 2017Updated 8 years ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆16Apr 24, 2025Updated 9 months ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆27Oct 26, 2024Updated last year
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆15Sep 20, 2024Updated last year
- [ICCV 2025] Official code of paper "Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning"☆25Sep 8, 2025Updated 5 months ago
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- Hessian trace estimation using PyTorch and Hutch++☆20Oct 29, 2020Updated 5 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning (CVPR 2025)☆31Jan 28, 2026Updated 2 weeks ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆44Nov 10, 2023Updated 2 years ago
- Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"☆20Jan 22, 2021Updated 5 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- [AAAI'20] Segmenting Medical MRI via Recurrent Decoding Cell (Spotlight)☆21Jul 6, 2023Updated 2 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆30Apr 2, 2023Updated 2 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆23May 25, 2022Updated 3 years ago
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆77Jun 27, 2025Updated 7 months ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆99Jun 25, 2021Updated 4 years ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆22Mar 4, 2023Updated 2 years ago
- ☆29Apr 7, 2024Updated last year
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆30Nov 12, 2024Updated last year
- ☆33May 24, 2024Updated last year
- [ICML 2021] The official PyTorch Implementations of Positive-Negative Momentum Optimizers.☆27Aug 30, 2022Updated 3 years ago
- Path integral based convolution and pooling☆30Feb 16, 2023Updated 3 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆81Apr 1, 2025Updated 10 months ago
- Recall Loss for Imbalanced Image Classification and Semantic Segmentation☆27Oct 21, 2020Updated 5 years ago
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)☆41Aug 1, 2025Updated 6 months ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆80Dec 16, 2020Updated 5 years ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆153Aug 25, 2024Updated last year
- Video Frame Interpolation without Temporal Priors (a general method for blurry video interpolation)☆35Jul 21, 2021Updated 4 years ago
- This is the source code of F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental …☆10Oct 19, 2024Updated last year