SPG簡介 - Self-produced Guidance for Weakly-supervised Object Localization

14 Aug 2018 in Deep Learning / Computer Vision

Xiaolin Zhang, Yunchao Wei, Guoliang Kang, Yi Yang, Thomas Huang, “Self-produced Guidance for Weakly-supervised Object Localization”, arXiv:1807.08902

ECCV 2018 paper

Effective Use of Synthetic Data for Urban Scene Semantic Segmentation簡介

12 Aug 2018 in Deep Learning / Computer Vision

Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez, “Effective Use of Synthetic Data for Urban Scene Semantic Segmentation”, arXiv:1807.06132v1

ECCV 2018 paper

Structure Inference Net簡介 - Object Detection Using Scene-Level Context and Instance-Level Relationships

10 Aug 2018 in Deep Learning / Computer Vision

Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships”, arXiv:1807.00119

CVPR 2018 paper

圖片Domain轉換 - Domain Stylization- A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation

01 Aug 2018 in Deep Learning / Computer Vision

Aysegul Dundar, Ming-Yu Liu, Ting-Chun Wang, John Zedlewski, Jan Kautz,“Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation”, arXiv:1807.09384

尚未登上 Conference - Nvidia團隊提出

相片風格轉換 - A Closed-form Solution to Photorealistic Image Stylization簡介

30 Jul 2018 in Deep Learning / Computer Vision

Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz, “A Closed-form Solution to Photorealistic Image Stylization”, arXiv:1802.06474

ECCV 2018 - Nvidia團隊提出

Synthesizing Images of Humans in Unseen Poses簡介

27 Jul 2018 in Deep Learning / Computer Vision

Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Fredo Durand, John Guttag, “Synthesizing Images of Humans in Unseen Poses”, arXiv:1804.07739

CVPR 2018

ConvLSTM簡介 - Convolutional LSTM Network - A Machine Learning Approach for Precipitation Nowcasting

17 Jul 2018 in Deep Learning / Computer Vision

Xingjian Shi, Zhourong Chen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo, “Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting”arXiv:1506.04214

NIPS 2015

基於Attention之NLP paper - Attention Is All You Need

13 Jul 2018 in Deep Learning / NLP

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin, “Attention Is All You Need”arXiv:1706.03762

NIPS 2017 paper

Attentive-GAN簡介 - Attentive Generative Adversarial Network for Raindrop Removal from A Single Image

30 Jun 2018 in Deep Learning / Computer Vision

Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu, “Attentive Generative Adversarial Network for Raindrop Removal from a Single Image”arXiv:1711.10098

CVPR 2018 Spotlight

AC-GAN簡介 - Conditional Image Synthesis With Auxiliary Classifier GANs

25 Jun 2018 in Deep Learning / Computer Vision

Augustus Odena, Christopher Olah, Jonathon Shlens, “Conditional Image Synthesis With Auxiliary Classifier GANs”arXiv:1610.09585

ICML 2017 paper