Paper Review

1.Transformer 논문리뷰 (Attention Is All You Need, NIPS 2017)

post-thumbnail

2.Vision Transformer(ViT) 논문리뷰 (An Image is Worth 16*16 Words: Transformers for Image Recognition at Scale, ICLR 2021)

post-thumbnail

3.딥러닝과 표현학습(representation learning) 관점에서의 VAE. Auto-Encoding Variational Bayes 리뷰 (1)

post-thumbnail

4.Generative Adversarial Nets; GAN (NIPS'14) 논문리뷰

post-thumbnail

5.DCGAN 논문리뷰 / Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, 2015

post-thumbnail

6.Auto-Encoding Variational Bayes (VAE) 논문리뷰 (2)

post-thumbnail

7.Conditional Generative Adversarial Nets, CGAN (2014) 논문리뷰

post-thumbnail

8.InfoGAN (2016) 논문리뷰

post-thumbnail

9.Conditional VAE (CVAE), 2015 논문리뷰

post-thumbnail

10.Multi-Head Attention: Collaborate Instead of Concatenate (2020) / 논문리뷰

post-thumbnail

11.Averaging Weights Leads to Wider Optima and Better Generalization (2018) / SWA 논문리뷰

post-thumbnail

12.pix2pix (2016) 논문리뷰

post-thumbnail

13.논문리뷰 - BERT:pre-training of deep bidirectional transformers for language understanding (2018)

post-thumbnail

14.[논문리뷰] CycleGAN / Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (2017)

post-thumbnail

15.Progressive GAN 논문리뷰 / progressive growing of GANs for improved quality, stability, and variation (2017)

post-thumbnail

16.Stand-Alone Self-Attention in Vision Models (NIPS 2019) 논문리뷰

post-thumbnail

17.Disentangling by Factorising (ICML 2018)

post-thumbnail

18.On the Fairness of Disentangled Representation (NIPS 2019) 논문리뷰

post-thumbnail

19.Flexibly Fair Representation Learning by Disentanglement (FFVAE) (ICML 2019) 논문리뷰

post-thumbnail

20.논문리뷰 - Augerino / Learning Invariances in Neural Networks (NIPS 2020)

post-thumbnail

21.CR-VAE 논문리뷰 / Consistency Regularization for Variational Auto-Encoders (2021)

post-thumbnail

22.논문리뷰. MLP-Mixer: An all-MLP Architecture for Vision (2021)

post-thumbnail

23.논문리뷰 / HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR 2021)

post-thumbnail

24.논문리뷰 / Fairness by Learning Orthogonal Disentangled Representations (ECCV 2020)

post-thumbnail

25.논문리뷰. Controllable Invariance through Adversarial Feature Learning (NIPS 2017)

post-thumbnail