notes

summarize the papers, lectures, article, seminar 📖 👨‍🎓 Harder!!

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Category

• Deep Learning
  • Computer Vision
  • Generative Model
  • Image Transfer
  • Natural Language Processing
• Data Engineering
• Programming
  • Python
• Data Analysis
  • Visualize

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Deep Learning

Computer Vision

• ArcFace(19.02.25)
  • EMBEDDING, FACE RECOGNIZATION
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• Deep Lab (18.11.21)
  • Semantic Segmentaion
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• Variant of the R-CNN (R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN) (18.11.16)
  • Object Detection, Intanstance Segmentaion
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Generative Model

• Auto-Encoding Variational Bayes (18.10.18)

  • VAE
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• Conditional VAE, Adversarial AE (18.10.18)

  • VAE
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• Generative Adversarial Nets (18.10.28)

  • GAN
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• LSGAN (18.10.28)

  • GAN
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• Improved Techniques for Training GANs (18.10.31)

  • GAN
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• BEGAN (18.11.14)

  • GAN
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• WaveGAN (18.11.17)

  • GAN
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• WGAN-GP (18.12.05)

  • GAN
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• PGGAN (18.12.10)

  • GAN
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• Flow-based-model (18.12.18)

  • FLOW MODEL
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• NICE (19.02.13)

  • FLOW MODEL
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• WaveNet (18.12.29)

  • AUTO-REGRESSIVE, SPEECH
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• IAF (19.02.17)

  • FLOW MODEL
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• F-GAN (19.03.11)

  • GAN
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• Conditional GAN (19.04.25)

  • GAN
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Image Transfer

• Image Style Transfer Using Convolutional Neural Networks (18.10.22)

  • STYLE TRANSFER
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• Perceptual Loss for Real-Time Style Transfer (18.10.24)

  • STYLE TRANSFER
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• Pix2Pix (18.11.05)

  • GAN, IMAGE TRANSFER
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• Cycle GAN (18.11.07)

  • GAN, IMAGE TRANSFER
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• Vid2Vid (18.11.22)

  • GAN, VIDEO TRANSFER
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• Everybody Dance Now (18.11.27)

  • GAN, MOTIOM TRANSFER
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• Disco GAN (18.12.05)

  • GAN, IMAGE TRANSFER
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• Star GAN (18.12.08)

  • GAN, IMAGE TRANSFER
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• Insta GAN (19.01.07)

  • GAN, IMAGE TRANSFER
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Natural Language Processing

• NNLM (19.03.14)

  • NLP, EMBEDDING
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• Attention is All You Need (19.04.17)

  • NLP
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• Structured Self-Attentive Sentence Embedding (19.04.24)

  • NLP
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• Hierarachical Attention Networks for Document Classification (19.04.26)

  • NLP
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Programming

Python

• Iterator, Generator, Coroutine (18.10.20)
  • ITERATOR, GENERATOR
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Data Analysis

Visualize

• GeoPandas (18.12.02)
  • VISUALIZE, GEOGRAPHY
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