One-Shot Free-View Neural Talking-Head Synthesis for Video ...

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

Face2Face: Real-time Face Capture and Reenactment of RGB ...

reenactment. Cao et al. [8] propose a real-time regression-based approach to infer 3D positions of facial landmarks which constrain a user-specific blendshape model. Follow-up work [6] also regresses fine-scale face wrinkles. These methods achieve impressive results, but are not directly ap-plicable as a component in facial reenactment, since ...

  Reenactment

FRESNO AREA CALENDAR OF EVENTS AND ATTRACTIONS

The largest Civil War Reenactment west of the Mississippi, Civil War Revisited at Kearney Park gives a glimpse into life in the United States in the 1860s. Not only is there a battle reenactment, but event goers can enjoy live music, authentic food, demonstrations, soap making, and other goods popular in the 1860s. Renaissance Fair Mid Nov. $15 ...

  Fresno, Reenactment

Accident / Incident Investigation Participants Guide

7.Reenactment “Show me what happened”. Accident / Incident Investigation GET THE FACTS When “getting the facts”, be sure to: ...

  Reenactment

ADVENT CALENDAR 2021

Las Posadas, a reenactment of Mary and Joseph seeking shelter before the birth of Jesus, traditionally begins today. Pray for migrants seeking shelter around the world. Today marks the beginning of the “O Antiphons”. This tradition, which comes from Evening Prayer, has been around since at least the eighth century. “Jesus, Mary, and Joseph

  Reenactment

FaceForensics++: Learning to Detect Manipulated Facial …

Additionally, facial reenactment techniques are now available, which alter the expressions of a person by transferring the expressions of a source person to the target. Identity manipulation is the second category of facial forgeries. Instead of changing expressions, these methods

  Learning, Detect, Reenactment, Manipulated, Faceforensics, Learning to detect manipulated

The Sanctuary Model - Center for Practice Transformation

•From reenactment (organizational & individual stuckness) to personal growth and change •All of us easily fall into habit patterns (helpful or not) that over time become unconscious to us •Habits, once formed, are very hard to change and then stress makes changing habits even more difficult •Living out within our work a recovery orientation

  Model, Sanctuary, Reenactment, The sanctuary model

Priests in Ancient Egypt - Albany Museum

the name of the king. It was a reenactment of the first appearance, and daily reappearance, of the sun’s fire, which was thought to repel forces hostile to the sun god. Next, they performed a ritual known as “Drawing the Bolt.” During this rite, the priests opened the door to the shrine where the main cult statue stood.

  Reenactment

ADVENT CALENDAR 2020 - USCCB

Las Posadas, a reenactment of Mary and Joseph seeking shelter before the birth of Jesus, traditionally begins today. Pray for migrants seek-ing shelter around the world. Today marks the beginning of the “O Antiphons.” This tradition, which comes from Evening Prayer, has been around since at least the eighth century. In today’s Gospel we are

  Usccb, Reenactment

Voice-over Archival footage

Reenactment Reconstructions are also often used in documentaries. They are artificial scenes of an event which has been reconstructed and acted out on film based on information of the event. Reconstructions generally provide factual information, and give the viewer a sense of realism, as if the event really happened in front of them live.

  Reenactment