jiwoopapa

[논문 비교] optic + deep neural network

- 비교 대상 논문 - 논문 1: All-optical machine learning using diffractive deep neural networks (science, http://science.sciencemag.org/content/361/6406/1004) - 논문 2: Hy...

[논문 소개] Clinically applicable deep learning for diagnosis and referral in retinal disease

- 논문 정보 - 논문 제목: Clinically applicable deep learning for diagnosis and referral in retinal disease - 논문 링크: https://www.nature.com/articles/s41591-018-0107-6 - ...

[논문 소개] The Devil of Face Recognition is in the Noise

- 논문 정보 - 논문 제목: The Devil of Face Recognition is in the Noise - 논문 링크: https://arxiv.org/abs/1807.11649 - 학회 정보: ECCV 2018 오늘 소개드릴 논문은 "The Devil of Face Recog...

[논문 소개] How good is my GAN?

- 논문 정보 - 논문 제목: How good is my GAN? - 논문 링크: https://arxiv.org/abs/1807.09499, https://hal.inria.fr/hal-01850447/document - 학회 정보: ECCV 2018 오늘 소개들리 논문은 "How g...

[논문 소개] An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

- 논문 정보 - 논문 제목: An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution - 논문 링크: https://arxiv.org/abs/1807.03247 - 프로젝트 페이지: https:/...

[논문 소개] Single Image Reflection Separation with Perceptual Losses

논문 정보 논문 제목: Single Image Reflection Separation with Perceptual Losses 논문 링크: https://arxiv.org/abs/1806.05376 학회 정보: CVPR 2018 오늘 소개시켜드릴 논문은 "Single Image Refl...

[논문 소개] Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

논문 정보 논문 제목: Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation 논문 링크: https://arxiv.org/abs/1805.0...

[논문 소개] Realistic Evaluation of Semi-Supervised Learning Algorithms

논문 정보 논문 제목: Realistic Evaluation of Semi-Supervised Learning Algorithms 논문 링크: https://arxiv.org/abs/1804.09170v1, https://openreview.net/forum?id=ByCZsFyPf 학회...

[논문 소개] Size-constraint loss for weakly supervised CNN segmentation

논문 정보 논문 제목: Size-constraint loss for weakly supervised CNN segmentation 학회 정보: MIDL 2018 Conference Submission 논문 링크: https://openreview.net/forum?id=BkIBHb2sG...

[논문 소개] Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks

논문 정보 논문 제목: Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks 논문 링크: https://arxiv.org/abs/1804.06039v1 논문 학회: CVPR 2018 논문 코드:...

[논문 소개] Adversarial Attacks Against Medical Deep Learning Systems

논문 정보 논문 제목: Adversarial Attacks Against Medical Deep Learning Systems 논문 링크: https://arxiv.org/abs/1804.05296 오늘 소개시켜드릴 논문은 Adversarial Attacks Against Medical...

[논문 소개] Attention U-Net: Learning Where to Look for the Pancreas

논문 정보 논문 제목: Attention U-Net: Learning Where to Look for the Pancreas 학회 정보: Submission to MIDL'18 논문 링크: https://arxiv.org/abs/1804.03999 소스코드: https://github....

[논문 소개] Women also Snowboard: Overcoming Bias in Captioning Model

논문 정보 논문 제목: Women also Snowboard: Overcoming Bias in Captioning Model 논문 링킁: https://arxiv.org/abs/1803.09797 오늘 소개드릴 논문은 "Women also Snowboard: Overcoming Bia...

[논문 소개] Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

논문 정보 논문 제목: Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning 논문 링크: https://www.nature.com/articles/s41551-018-0195-...

[논문 소개] What do Deep Networks Like to See?

논문 정보 제목: What do Deep Networks Like to See? 링크: https://arxiv.org/abs/1803.08337 학회 정보: CVPR 2018 오늘 소개시켜드릴 논문은 "What do Deep Networks Like to See?"이란 논문입니다. G...