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The goal of this issue is to track new self-supervised methods and to which extent they are implemented in Lightly.
See also our [#papers channel](https://discord.com/channels/752876370337726585/81…
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Implement self supervised fine tuning on intern-xcomposer for the desktop
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Hi,
is it possible to train transformer in self-superised way? since I need to initiate TST with number of class which I dont have.
thank you
regards
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Dear Authors,
We are conducting a study to evaluate Video Self-Supervised models holistically and would like to include your EVEREST model too. Can you please share the Kinetics-400 pretrained VIT-B …
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hi , thanks your great work
can you share with us
1. supervised learning or self-supervised learning?
2. how to prepare the data?
thank you
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### Ultralytics YOLO Component
Val
…
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我在Code中好像没发现Self-Supervised的代码,有劳您能提供一下吗,十分感谢。
Could u upload code of self-supervised to represent embedding.Thanks.
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## Audio SSL
SSL的思想可以抽象为让模型学习对应的数据的内在空间结构和表达,SSL在audio上的效果要差于NLP和CV,这体现在:
1. 现实生活中音频的不确定性,比如人与人之间、甚至是个人的不同时期,不同情绪下说话的差异,气息、声调都有区别,录音设备的不同和摆放方式也会导致数据的差异,这使得SSL较难学到声音的潜在结构;
2. 不同噪声对音频的叠加干扰,会扭曲SSL学习…
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## 🚀 Feature
Request to add two graph self-supervised methods to Pytorch Geometric:
(1) heuristic designed graph self-supervised tasks (ICML'20): https://arxiv.org/abs/2006.09136;
code: https:/…
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In normal self-supervised learning, pretraining is usually achieved reconstruct the data with masking. However, in your implementation, pertaining is achieved by predicting the task with masked input.…