ji-in/paper-review

review papers for research

논문 리뷰

Face Attribute Manipulation, Editing

1. [ResGAN] Shen, W., and Liu, R., Learning Residual Images for Face Attribute Manipulation, Proc. of CVPR 2017, pp. 1225-1233, 2017. / 논문 / 논문 리뷰
2. [SaGAN] Zhang, G., Kan, M., Shan, S., and Chen, X., Generative Adversarial Network with Spatial Attention for Face Attribute Editing, Proc. of ECCV 2018, pp. 422-437, 2018. / 논문 / 논문 리뷰
3. [ELEGANT] Xiao, T., Hong, J., and Ma, J., ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes, Proc. of ECCV 2018, pp. 172-187, 2018. / 논문 / 논문 리뷰
4. [MaskGAN] Lee, C.H., Liu, Z., Wu, L., and Luo, P., MaskGAN: Towards Diverse and Interactive Facial Image Manipulation, Proc. of CVPR 2020, pp. 5549-5558, 2020. / 논문 / 논문 리뷰
5. [StyleMapGAN] Kim, H., Choi, Y., Kim, J., Yoo, S., and Uh, Y., StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing, Proc. of CVPR 2021, pp. 852-861, 2021. / 논문 / 논문 리뷰

GAN

1. [StyleGAN] Karras, T., Laine, S., and Aila, T., A Style-Based Generator Architecture for Generative Adversarial Networks, in Proc. of CVPR 2019, pp. 4401-4410, 2019. / 논문 / 논문 리뷰
2. [PGGAN] Karras, T., Aila, T., Laine, S., and Lehtinen, J., Progressive Growing of GANs for Improved Quality, Stability, and Variation, arXiv:1710.10196, 2017. / 논문 / 논문 리뷰 / 발표 대본
3. [Explaining in Style] Lang, O., Gandelsman, Y., Yarom, M., Wald, Y., Elidan, G., Hassidim, A., Freeman, W. T., Isola, P., Globerson, A., Irani, M., and Mosseri, I., Explaining in Style: Training a GAN to explain a classifier in StyleSpace, Proc. of ICCV 2021, pp. 693-702, 2021. / 논문 / 논문 리뷰
4. [SPADE] Park T., Liu, M. Y., Wang, T. C., and Zhu, J. Y., Semantic Image Synthesis with Spatially-Aaptive Normalization, Proc. of CVPR 2019, pp. 2337-2346, 2019. / 논문 / 논문 리뷰

Text to Image Generation

1. [TTF-HD] Wang, T., Zhang, T., and Lovell, B., Faces a la Carte: Text-to-Face Generation via Attribute Disentanglement, Proc. of WACV 2021, pp. 3380-3388, 2021. / 논문 / 논문 리뷰
2. [DALL-E] Ramesh, A., Pavlov, M., Goh, G., Gray, S., Voss, C., Radford, A., Chen, M., and Sutskever, I., Zero-Shot Text-to-Image Generation, Proc. of ICML 2021, pp. 8821-8831, 2021. / 논문 / 논문 리뷰
3. [DALL-E2] Ramesh, A., Dhariwal, P., Nichol, A., Chu, C., and Chen, M., Hierarchical Text-Conditional Image Generation with CLIP Latents, arXiv:2204.06125, 2022. / 논문 / 논문 리뷰

Head pose estimating

1. [FSA-Net] Yang, T.Y., Chen, Y.T., Lin, Y.Y., and Cnuang, Y.Y., FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image, Proc. of CVPR 2019, pp. 1087-1096, 2019. / 논문 / 논문 리뷰

Super Resolution

1. [VDSR] Kim, J., Lee, J.K., and Lee, K.M., Accurate Image Super-Resolution Using Very Deep Convolutional Networks, Proc. of CVPR 2016, pp. 1646-1654, 2016. / 논문 / 논문 리뷰

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