Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning
☆22Mar 4, 2023Updated 3 years ago
Alternatives and similar repositories for NISPA
Users that are interested in NISPA are comparing it to the libraries listed below
Sorting:
- NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning☆27Jul 28, 2024Updated last year
- SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22☆30May 29, 2023Updated 2 years ago
- ☆20Sep 17, 2022Updated 3 years ago
- ☆11May 16, 2025Updated 9 months ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆17Mar 28, 2025Updated 11 months ago
- 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
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆16Dec 21, 2025Updated 2 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- Code for AdaXpert (ICML'21)☆16Jul 19, 2021Updated 4 years ago
- The Official Code of CPR (ICLR 2021)☆15Oct 14, 2021Updated 4 years ago
- ☆67Feb 8, 2022Updated 4 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆19Sep 26, 2023Updated 2 years ago
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆18Aug 14, 2022Updated 3 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆160May 4, 2020Updated 5 years ago
- [ICML 2023] Parameter-Level Soft-Masking for Continual Learning☆19Jul 13, 2023Updated 2 years ago
- ☆19Aug 11, 2020Updated 5 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）☆33Jan 28, 2026Updated last month
- A PyTorch framework for Continual Learning research.☆23Dec 7, 2023Updated 2 years ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Mar 16, 2021Updated 4 years ago
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 2 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆149Jun 30, 2022Updated 3 years ago
- [ICCV 2023] Official repository of paper titled "Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels?"☆27Sep 20, 2023Updated 2 years ago
- ☆39Aug 26, 2025Updated 6 months ago
- ☆19Jun 29, 2020Updated 5 years ago
- Code for the paper 'Continual Learning via Sequential Function-Space Variational Inference'☆26Mar 10, 2023Updated 2 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆98Jun 25, 2021Updated 4 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆28Feb 21, 2024Updated 2 years ago
- Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving☆39Jan 24, 2023Updated 3 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆26Jul 18, 2022Updated 3 years ago
- ☆29Apr 7, 2024Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Oct 29, 2021Updated 4 years ago
- ☆34May 24, 2024Updated last year
- Python syntax generator based on Object-Oriented Programing, type hints, and simplicity☆10Sep 26, 2021Updated 4 years ago
- Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pu…☆33Apr 24, 2024Updated last year
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆52Nov 19, 2025Updated 3 months ago
- PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"☆70Jul 24, 2021Updated 4 years ago