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Search results for computer vision continual learning
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continual-learning
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20 search results found
Awesome Federated Learning
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1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Online Continual Learning
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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).
Cvpr2021_plop
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75
Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
Shift Dev
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75
SHIFT Dataset DevKit - CVPR2022
Cvpr_clvision_challenge
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60
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
Dytox
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56
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
Vision_locomotion
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32
Project Code for the paper "Learning Visual Locomotion with Cross-Modal Supervision" (ICRA2023)
Mdil Ss
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28
Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
Eccv22 Foster
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21
The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.
Continualprototypeevolution
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18
Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.
Fedntd
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14
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
Cvpr20_clvision_challenge
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12
1'st Place approach for CVPR 2020 Continual Learning Challenge
A Pytorch Tutorial To Class Incremental Learning
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10
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
Library
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9
Paper reading list
Gcab Cfdc
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8
Official Implementation of the paper "Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation"
Ar1 Pytorch
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8
AR1* with Latent Replay, implemented in PyTorch
Rodeo
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6
Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020
Subspace Reg
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6
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Cscct
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5
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
Continual_learning_with_vit
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5
Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
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