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Dear all, I am a college student doing my final year project. I want to train my custom dataset, although there are some tutorials for making dataset, I never success. I know there are some platforms …
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## Keyword: efficient
### End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
- **Authors:** Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney,…
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In this issue you can either:
- **Add papers** that you think are interesting to read and discuss (please stick to the format).
- **vote**: should be done using :+1: on comments
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https://www.zhihu.com/topic/19560026/top-answers
Transformer是谷歌在17年做机器翻译任务的“Attention is all you need”的论文中提出的，引起了相当大的反响。 每一位从事NLP研发的同仁都应该透彻搞明白Transformer，它的重要性毫无疑问，尤其是你在看完我这篇文章之后，我相信你的紧迫感会更迫切，我就是这么…
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Hi @tkipf,
Thank you for sharing the implementation.
In the `OptimizerVAE` class, when defining the KL divergence, I think there is an (1/num_nodes)^2 term extra.
One num_nodes comes in `(0.5 /…
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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
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Post a reading of your own that uses deep learning for social science analysis and understanding, with a focus on deep reinforcement learning, deep agent based models, or related topics.
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Possibly due to the altered dataloaders, on organXmnist, tissuemnist and pathmnist, execution hangs on AUROC calculation after training and testing is done in [main_linear.py](https://github.com/Karah…
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## Keyword: super resolution
There is no result
## Keyword: gan
### Towards Discovery and Attribution of Open-world GAN Generated Images
- **Authors:** Sharath Girish, Saksham Suri, Saketh Rambhatla…
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## Keyword: sgd
### Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
- **Authors:** Authors: Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejin…