Reusing Discriminators for Encoding: Towards Unsupervised ...

What Have We Learned From Deep Representations for …

what these powerful models actually have learned. In this paper we shed light on deep spatiotemporal net-works by visualizing what excites the learned models us-ing activation maximization by backpropagating on the in-put. We are the first to visualize the hierarchical features

  What, Have, Learned, What we have learned, Have learned

Finding Tiny Faces in the Wild With Generative Adversarial ...

faces, which are unfriendly for the face classifier. Toward-s this end, we design a refinement sub-network to recover some detailed information. In the discriminator network, the basic GAN [17, 12, 8] is trained to distinguish the real and fake high resolution images. To classify faces or non-

  Faces

Squeeze-and-Excitation Networks - openaccess.thecvf.com

Squeeze-and-Excitation Networks Jie Hu1∗ Li Shen2∗ Gang Sun1 hujie@momenta.ai lishen@robots.ox.ac.uk sungang@momenta.ai 1 Momenta 2 Department of Engineering Science, University of Oxford Abstract Convolutional neural networks are built upon the con-

  Network, Excitation, Squeeze and excitation networks, Squeeze

RegularFace: Deep Face Recognition via Exclusive ...

RegularFace: Deep Face Recognition via Exclusive Regularization Kai Zhao Jingyi Xu Ming-Ming Cheng ∗ TKLNDST, CS, Nankai University kaiz.xyz@gmail.com cmm@nankai.edu.cn

  Zhao

Protecting World Leaders Against Deep Fakes

Protecting World Leaders Against Deep Fakes Shruti Agarwal and Hany Farid University of California, Berkeley Berkeley CA, USA {shrutiagarwal, hfarid}@berkeley.edu

Auto-DeepLab: Hierarchical Neural Architecture Search for ...

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu1∗, Liang-Chieh Chen 2, Florian Schroff2, Hartwig Adam2, Wei Hua2, Alan Yuille1, Li Fei-Fei3 1Johns Hopkins University 2Google 3Stanford University Abstract Recently, NeuralArchitectureSearch(NAS)hassuccess-

PointNet: Deep Learning on Point Sets ... - CVF Open Access

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation Charles R. Qi* Hao Su* Kaichun Mo Leonidas J. Guibas Stanford University

  Open, Learning, Points, Deep, Sets, Pointnet, Deep learning on point sets

Frustum PointNets for 3D Object Detection From RGB-D Data

Frustum PointNets for 3D Object Detection from RGB-D Data Charles R. Qi1∗ Wei Liu2 Chenxia Wu2 Hao Su3 Leonidas J. Guibas1 1Stanford University 2Nuro, Inc. 3UC San Diego Abstract In this work, we study 3D object detection from RGB-D data in both indoor and outdoor scenes.

Class-Balanced Loss Based on Effective Number of Samples

and large-scale datasets including ImageNet and iNatural-ist. Our results show that when trained with the proposed class-balanced loss, the network is able to achieve signifi-cant performance gains on long-tailed datasets. 1. Introduction The recent success of deep Convolutional Neural Net-works (CNNs) for visual recognition [26, 37, 38, 16] owes

  Scale, Visual, Recognition, Visual recognition

ESRGAN: Enhanced Super-Resolution Generative Adversarial ...

ESRGAN: EnhancedSuper-Resolution Generative Adversarial Networks Xintao Wang 1, Ke Yu , Shixiang Wu2, Jinjin Gu3, Yihao Liu4, Chao Dong 2, Yu Qiao , and Chen Change Loy5 1 CUHK-SenseTime Joint Lab, The Chinese University of Hong Kong 2 Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences 3 The Chinese University of Hong Kong, …

  Network, Adversarial, Generative, Generative adversarial, Generative adversarial networks

Translation/History/Culture: A Sourcebook

The growth of Translation Studies as a separate discipline is a success story of the 1980s. The subject has developed in many parts of the world and is clearly destined to continue developing well into the 21st century. Translation studies brings together work in a wide variety of fields, including linguistics, literary study,

  Studies, Translation, Translation studies

arXiv:1609.08144v2 [cs.CL] 8 Oct 2016

Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation YonghuiWu,MikeSchuster,ZhifengChen,QuocV.Le,MohammadNorouzi

  System, Machine, Translation, Neural, Google, Google s neural machine translation system

The Culture Turn in Translation Studies - scirp.org

Aug 20, 2014 · in translation studies. In his theory, he began to throw away the simply literal translation and took the different social background into consideration. He paved a way for the cultural approach in translation studies. Nida was honored with “the patriarch of translation studies and a founder of the discipline” (Ma, 2010: p. 4). However, in

  Studies, Translation, Translation studies

Borrowed Words in English and Chinese Vocabulary

Center for Lexicographical Studies Guangdong University of Foreign Studies Guang Zhou 510420, China E-mail: selena121212@yahoo.com.cn Abstract Borrowed words are the products of language development and cultural contact. This paper probes into the brief study of borrowed words in both English and Chinese vocabulary.

  Studies, English, Chinese, Words, Vocabulary, Borrowed, Borrowed words in english and chinese vocabulary, English and chinese vocabulary

Life Application Bible Studies: Acts

Studies s and features from the Part 2: Thirteen lessons for individual or group study Study questions written and edited by Rev. David R. Veerman Dr. James C. Galvin Dr. Bruce B. Barton Daryl J. Lucas Tyndale House Publishers, Inc. Carol Stream, Illinois New Living Translation g ActsFM.indd iii 8/28/2008 9:44:43 AM. Visit Tyndale’s exciting ...

  Studies, Translation

RESEARCHING and Studies of Women, Gender, and Sexuality

Assistant Professor Robin Bernstein and the Program of Studies of Women, Gender, and Sexuality. Karen Flood, Acting Director of Studies, and Linda Schlossberg, Assistant Director of Studies, contributed immeasurably to this guide. This project was made possible by a Gordon Gray Faculty Grant for Writing Pedagogy from the Harvard Writing Project.

  Studies, Gender

Translation of Current Dental Terminology American Dental ...

Translation of Current Dental Terminology ... D0414 laboratory processing of microbial specimen to include culture and sensitivity studies, preparation and transmission of written report D0415 collection of microorganisms for culture and sensitivity D0416 viral culture

  Studies, Translation

The Bhagavad-Gita (Text and Translation)

Title: The Bhagavad-Gita (Text and Translation) Author: Annie Besant and Bhagavan Das Subject: The Bhagavad-Gita with Sanskrit text, free translation into English, a word-for-word translation, and an introduction on Sanskrit grammar; by Annie Besant and Bhagavan Das; published by the Theosophical Publishing Society, London and Benares, 1905.

  Translation