읽고 싶은 논문 리스트
| 논문 | 논문 아카이브 |
|---|---|
| Vision transformer | https://arxiv.org/abs/2010.11929 |
| Transformer-TTS | https://arxiv.org/abs/1809.08895 |
| Gpt | https://s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf |
| Bert | https://arxiv.org/abs/1810.04805 |
| Paralip | https://arxiv.org/abs/2107.06831 |
| transformer summary | https://arxiv.org/pdf/2106.04554.pdf |
심층학습 수업 논문 리스트
Reading List
[Kingma and Welling 14] Auto-Encoding Variational Bayes, ICLR 2014.
[Goodfellow et al. 14] Generative Adversarial Nets, NIPS 2014.
[Radford et al. 15] Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, ICLR 2016.
[Chen et al. 16] InfoGAN: Interpreting Representation Learning by Information Maximizing Generative Adversarial Nets, NIPS 2016.
[Arjovsky et al. 17] Wasserstein Generative Adversarial Networks, ICML 2017.
[Zhu et al. 17] Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, ICCV 2017.
[Karras et al. 18] Progressive Growing of GANs for Improved Quality, Stability, and Variation, ICLR 2018.
[Brock et al. 19] Large Scale GAN Training for High-Fidelity Natural Image Synthesis, ICLR 2019.
[Karras et al. 19] A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019.
[Li et al. 16] Gated Graph Sequence Neural Networks, ICLR 2016.
[Hamilton et al. 17] Inductive Representation Learning on Large Graphs, NIPS 2017.
[Kipf and Welling 17] Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017.
[Velickovic et al. 18] Graph Attention Networks, ICLR 2018.
[Xu et al. 19] How Powerful are Graph Neural Networks?, ICLR 2019.
[Ying et al. 18] Hierarchical Graph Representation Learning with Differentiable Pooling, NeurIPS 2018.
[Dosovitskiy et al. 14] Discriminative Unsupervised Feature Learning with Convolutional Neural Networks, NIPS 2014.
[Gidaris et al. 18] Unsupervised Representation Learning by Predicting Image Rotations, ICLR 2018.
[He et al. 20] Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020.
[Chen et al. 20] A Simple Framework for Contrastive Learning of Visual Representations, ICML 2020.
[Devlin et al. 19] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, NAACL 2019.
[Clark et al. 20] ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators, ICLR 2020.