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Hello @A-Jacobson.
Great work with your implementation and more importantly with you clear representation of the model in your README (100% better that the one presented in the paper x) ).
So I …
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In paper it says "VQ-VAEs assume a uniform prior over the discrete latents 𝑧. However, GFlowNet-EM enables us to also learn a prior distribution, 𝑝 𝜃 (𝑧), jointly with the decoder 𝑝 𝜃 (𝑥|𝑧)." in secti…
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- https://arxiv.org/abs/2110.09753
- ACM MM 2021
本研究では、画像からテキスト、テキストから画像への世代交代という自然な双方向タスクの共同学習について研究する。
既存の研究では、それぞれのタスクに特化した2つのモデルを設計しているため、設計コストが高くなってしまう。
本研究では、単一のマルチモーダルモデルに基づいて、双方向タスクを共同で学…
e4exp updated
2 years ago
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你好,运行coseg_test.py时出现以下报错:
![image](https://github.com/wuyang98/CoSOD/assets/121659356/4da19a80-f616-47cd-8400-32e3fccea7fa)
请问如何解决,以及训练时代码运行顺序应该是怎样的呢?
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:wave: Yesterday (2024-03-08) `tensorflow` `v2.16.1` was released [on PyPI](https://pypi.org/project/tensorflow/2.16.1/#history) which [introduces breaking changes with](https://github.com/tensorflow/…
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Hello!
I'm working on a optimization algorithm that requires computing the per sample gradients. Assuming the batch size is $N$ and the number of model parameters is $M$, I want to calc…
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in the pixeldefend defense package, the pixelcnn is not available during training, does there are some sources for me to train a new pixelcnn realted to my dataset ?
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Some things we could add:
- [ ] [easy] Use down/right shifted 3x3 conv instead of a right shifted 1x3 conv in the horizontal stack.
- [ ] [medium] Use a U-Net architecture with skip connections (thi…
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Original PixelCNN paper (https://arxiv.org/pdf/1606.05328.pdf) uses gated unit defined as tanh(a) * sigmoid(b). Same formulation of gated unit is used in the wavenet paper. Yet here you switched to ga…
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Sik-Ho Tang. [Review: Representation Learning with Contrastive Predictive Coding (CPC/CPCv1)](https://sh-tsang.medium.com/review-representation-learning-with-contrastive-predictive-coding-cpc-cpcv1-8e…