CVPR - arXivDaily 期刊&会议

2003.14052 2020-04-01 cs.CV

3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior

Xiaokang Chen, Kwan-Yee Lin, Chen Qian, Gang Zeng, Hongsheng Li

Comments Accepted by CVPR 2020

2003.14030 2020-04-01 cs.CV cs.LG

Distilled Semantics for Comprehensive Scene Understanding from Videos

Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Luigi Di Stefano, Stefano Mattoccia

Comments CVPR 2020. Code will be available at https://github.com/CVLAB-Unibo/omeganet

2003.14023 2020-04-01 cs.CV

Learning Human-Object Interaction Detection using Interaction Points

Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang, Jian Sun

Comments Accepted to CVPR 2020

2003.13960 2020-04-01 cs.CV

Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model

Dongdong Wang, Yandong Li, Liqiang Wang, Boqing Gong

Comments Accepted to CVPR 2020

2003.13954 2020-04-01 cs.CV

FGN: Fully Guided Network for Few-Shot Instance Segmentation

Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li

Comments Accepted by CVPR 2020, 10 pages, 6 figures,

2003.13942 2020-04-01 cs.CV

Spatio-Temporal Graph for Video Captioning with Knowledge Distillation

Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles

Comments CVPR 2020

2003.13911 2020-04-01 cs.CV cs.LG

Proxy Anchor Loss for Deep Metric Learning

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

Comments Accepted to CVPR 2020

2003.13903 2020-04-01 cs.CV

Learning Oracle Attention for High-fidelity Face Completion

Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao

Comments Accepted to CVPR 2020

2003.13870 2020-04-01 cs.CV cs.LG eess.IV

RetinaTrack: Online Single Stage Joint Detection and Tracking

Zhichao Lu, Vivek Rathod, Ronny Votel, Jonathan Huang

Comments Accepted to CVPR 2020

2003.13866 2020-04-01 cs.LG cs.CV stat.ML

Dataless Model Selection with the Deep Frame Potential

Calvin Murdock, Simon Lucey

Comments Oral presentation at the Conference on Computer Vision and Pattern Recognition (CVPR), 2020

2003.13852 2020-04-01 cs.CV

Can Deep Learning Recognize Subtle Human Activities?

Vincent Jacquot, Zhuofan Ying, Gabriel Kreiman

Comments poster at CVPR 2020, includes supplementary figures

2003.13820 2020-04-01 cs.CV

When to Use Convolutional Neural Networks for Inverse Problems

Nathaniel Chodosh, Simon Lucey

Comments CVPR 2020 Poster

2003.13743 2020-04-01 cs.CV

Combining detection and tracking for human pose estimation in videos

Manchen Wang, Joseph Tighe, Davide Modolo

Comments Accepted to CVPR 2020 as oral

2003.02501 2020-04-01 cs.CV

Detecting Attended Visual Targets in Video

Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M. Rehg

Comments Accepted to CVPR 2020

2003.02050 2020-04-01 cs.CV

Learning to Transfer Texture from Clothing Images to 3D Humans

Aymen Mir, Thiemo Alldieck, Gerard Pons-Moll

Comments IEEE Conference on Computer Vision and Pattern Recognition

2003.00908 2020-04-01 cs.CV

Learning Fast and Robust Target Models for Video Object Segmentation

Andreas Robinson, Felix Järemo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg

Comments CVPR 2020. arXiv admin note: substantial text overlap with arXiv:1904.08630

2001.06232 2020-04-01 cs.LG cs.CV stat.ML

Sideways: Depth-Parallel Training of Video Models

Mateusz Malinowski, Grzegorz Swirszcz, Joao Carreira, Viorica Patraucean

Comments Accepted at CVPR'20

1912.12215 2020-04-01 cs.CV cs.LG eess.IV

Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Hao Tang, Dan Xu, Yan Yan, Philip H. S. Torr, Nicu Sebe

Comments Accepted to CVPR 2020, camera ready (10 pages) + supplementary (18 pages)

1912.06203 2020-04-01 cs.CV cs.CL cs.LG

ManiGAN: Text-Guided Image Manipulation

Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz, Philip H. S. Torr

Comments CVPR 2020

1912.04461 2020-04-01 cs.CV

Learning to Discriminate Information for Online Action Detection

Hyunjun Eun, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim

Comments To appear in CVPR 2020

1912.01734 2020-04-01 cs.CV cs.AI cs.CL cs.LG cs.RO

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox

Comments Computer Vision and Pattern Recognition (CVPR) 2020 ; https://askforalfred.com/

1911.13299 2020-04-01 cs.CV cs.LG

What's Hidden in a Randomly Weighted Neural Network?

Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi, Ali Farhadi, Mohammad Rastegari

Comments Accepted to CVPR 2020

1911.12676 2020-04-01 cs.CV

xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez

Comments Accepted at CVPR 2020. For a demo video, see http://tiny.cc/xmuda

1911.11130 2020-04-01 cs.CV

Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi

Comments CVPR 2020 Oral. Project page: https://elliottwu.com/projects/unsup3d/

1911.08670 2020-04-01 cs.CV cs.LG

MMTM: Multimodal Transfer Module for CNN Fusion

Hamid Reza Vaezi Joze, Amirreza Shaban, Michael L. Iuzzolino, Kazuhito Koishida

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

1911.07968 2020-04-01 cs.CV

Improving the Robustness of Capsule Networks to Image Affine Transformations

Jindong Gu, Volker Tresp

Journal ref IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

1909.05479 2020-04-01 cs.LG cs.AI cs.CV stat.ML

Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations

Vishnu Suresh Lokhande, Songwong Tasneeyapant, Abhay Venkatesh, Sathya N. Ravi, Vikas Singh

Comments Accepted at 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

1812.01839 2020-04-01 cs.LG stat.ML

Few Sample Knowledge Distillation for Efficient Network Compression

Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang

Comments CVPR 2020

1803.11264 2020-04-01 cs.CV

DIY Human Action Data Set Generation

Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2018

2003.13678 2020-03-31 cs.CV cs.LG

Designing Network Design Spaces

Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár

Comments CVPR 2020