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https://arxiv.org/abs/1807.03748
~big fan of Aaron van den Oord~
# Abstract
- propose universal unsupervised learning approach to extract useful representations from high-dimensional data, **CPC(…
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# Keywords
CPC, InfoNCE, Predictive Coding, Negative Sampling
# TL;DR
- Predictive coding과 NCE를 활용하여 여러 도메인에 적용될 수 있는 unsupervised 학습 방법 제시
- 기존 binary 비교 방식의 NCE에서 확장하여 한 입력 데이터 내에서 복수의 negativ…
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https://github.com/jefflai108/Contrastive-Predictive-Coding-PyTorch/blob/a9dab4e759aaa68dce1b1ada46a8035076ba3296/src/model/model.py#L100
Meaning, should that `correct` variable be += ?
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Hello, the processed data link in the description is invalid, could you share it again? Thank you very much!
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- https://arxiv.org/abs/2004.08483
- EMNLP2020
トランスフォーマーモデルは、多くの自然言語処理(NLP)タスクにおいて、その技術水準を向上させてきました。
本論文では、標準的なTransformerアーキテクチャの2つの重要な課題、すなわち、入力長のスケーリングと構造化された入力の符号化に対応する、新しいTransformerアーキテクチャ、…
e4exp updated
3 years ago
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https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
## Motivations
* We want a solar PV forecasting model which:
* Can handle large inputs (e.g. the whol…
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|논문|One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases|
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|저자|Xingdi Yuan, Tong Wang, Rui Meng|
|링크|https://arxiv.org/abs/1810.05241|
|학회|ACL 2020|
# Conte…
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### Metadata
- Authors: Trieu H. Trinh, Minh-Thang Luong, Quoc V. Le
- Organization: Google Brain
- Paper: https://arxiv.org/abs/1906.02940
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# Contrastive Learning
## InstDisc, CVPR 2018
Unsupervised Feature Learning via Non-Parametric Instance Discrimination, CVPR 2018. [[paper](https://openaccess.thecvf.com/content_cvpr_2018/html/W…
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Please check whether this paper is about 'Voice Conversion' or not.
## article info.
- title: **Towards High-fidelity Singing Voice Conversion with Acoustic Reference
and Contrastive Predictive Codi…