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I'm attempting to reproduce the results for the following methods. Could you please provide the corresponding code for regeneration?
- LwF
- Adversarial LwF
- iCaRL
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Hi, I think the following codes seem not proper: https://github.com/sud0301/essentials_for_CIL/blob/c7eb378c822792977d96daa5dd98c0202263ec44/main_cifar.py#L321-L337
After debugging I find that when f…
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https://github.com/ContinualAI/avalanche/blob/master/examples/icarl.py
Tutorials about icarl are missing
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Thanks for the share of the CL study frame! However I wonder how to use iCarl with the framework. I have modified the main_tinyimagenet.sh file via adding static_hyperparams term to the arguments, bu…
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How to perform the grid search to find the accurate lambda value in ICARL approach for a custom dataset? Now the grid search is performed only on the learning rate and the lambda value is kept fixed. …
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Hi, I am a student who learning incremental learning. I have use this code to train cifar-100 dataset, now I want to train my own dataset by this model. I meet some problem, can you tell me how to cha…
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你好，我最近想学习一下增量学习的相关知识点，感谢您写的关于icarl的代码，我运行了一下，除了一个小问题：显示iCIFAR100.py文件中的57行，AttributeError：‘iCIFAR100’ object has no attribute 'data'。希望您能为我指点一下，谢谢。我感觉应该是版本的我问题，我用的torch=0.4.1
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Dear authors,
Thank you for your great work!
I read the functions named "get_pseudo_memory" in icarl.py, but I didn't see the specific strategy for selecting unlabeled samples in the original pa…
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Does this work with WS2811 or WS2812?
iCarl updated
7 years ago
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Hello author,
Thanks for the release of the code related to your paper "Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima" accepted by NIPS2021, wh…