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# Disentangled Representation Learning GAN for Pose-Invariant Face Recognition #
- Author: Luan Tran, Xi Yin, Xiaoming Liu
- Origin: http://cvlab.cse.msu.edu/pdfs/Tran_Yin_Liu_CVPR2017.pdf
- Rela…
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https://arxiv.org/abs/1511.06434
https://hyeongminlee.github.io/post/gan003_dcgan/
https://github.com/HyeongminLEE/Tensorflow_DCGAN
http://jaejunyoo.blogspot.com/2017/02/deep-convolutional-gan-dcga…
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- uid: unsupervised_cross_lingual_representation_learning_at_scale
- type: processed
- description:
- name: Unsupervised Cross-lingual Representation Learning at Scale
- description: This pap…
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## 0. 論文
### タイトル
UniformFace: Learning Deep Equidistributed Representation for Face
Recognition
### リンク
http://openaccess.thecvf.com/content_CVPR_2019/papers/Duan_UniformFace_Learning_Deep_Equ…
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## 内容
用mixup为对比学习做数据增强,可以在SimCLR,MoCo,BYOL上用,在图像、语音和表格数据(为啥这类文章都不做文本?)上都有提升。也验证了方法的正则化效果,在(1)数据不够(2)数据增强的领域知识不够,两种情况下明显改善了对比学习。
具体就是为batch中每个instance分配virtual label(其实就是它的序号对应的one-hot),然后再mixup生成新…
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**Is your feature request related to a problem? Please describe.**
No
**Describe the solution you'd like**
Add Implicit AutoEncoder architecture
**Describe alternatives you've considered**
Bu…
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[http://arxiv.org/abs/2406.01597](url)
3D Gaussian Splatting (3DGS) has become an emerging technique with remarkable potential in 3D representation and image rendering. However, the substantial sto…
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### Links
- Paper : https://arxiv.org/abs/2106.09785
- Github : https://github.com/microsoft/esvit
- Openreview : https://openreview.net/forum?id=fVu3o-YUGQK
### 한 줄 요약
- Microsoft에서 나온, Swin t…
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Thanks for your great work!
And I want to know what is target frame prediction?
Does it mean that you will reconstruct the whole images under the condition of the other two images?
Is there any v…
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CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations
https://arxiv.org/abs/2112.07133
Anyone keen to try modifying a training script for above?