Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for python class incremental learning
class-incremental-learning
x
python
x
16 search results found
Continual Learning
⭐
1,190
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Online Continual Learning
⭐
133
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
Cil_survey
⭐
98
The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.
Cvpr22 Fact
⭐
88
The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR22) in PyTorch.
Revisitingcil
⭐
53
The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
Fscil
⭐
51
[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"
Class Incremental Learning
⭐
48
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
Tpami Limit
⭐
26
The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.
Eccv22 Foster
⭐
21
The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.
Sdcot
⭐
18
[AAAI 2022 Oral] Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection
Iclr23 Memo
⭐
14
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
Cnll Continual_learning_noisy_labels
⭐
10
Official Implementation of CVPR 2022 workshop paper "CNLL: A Semi-supervised Approach for Continual Noisy Label Learning"
A Pytorch Tutorial To Class Incremental Learning
⭐
10
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
Gcab Cfdc
⭐
8
Official Implementation of the paper "Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation"
Subspace Reg
⭐
6
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Cscct
⭐
5
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
Related Searches
Python Django (28,897)
Python Machine Learning (20,195)
Python Flask (17,643)
Python Dataset (14,792)
Python Docker (14,113)
Python Tensorflow (13,736)
Python Command Line (13,351)
Python Deep Learning (13,092)
Python Jupyter Notebook (12,976)
Python Network (11,495)
1-16 of 16 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.