CVPR - arXivDaily 期刊&会议

1911.08324 2020-03-24 cs.CV

Single-Stage 6D Object Pose Estimation

Yinlin Hu, Pascal Fua, Wei Wang, Mathieu Salzmann

Comments CVPR 2020

1904.06627 2020-03-24 cs.CV

Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

Xun Wang, Xintong Han, Weilin Huang, Dengke Dong, Matthew R. Scott

Comments Accepted CVPR 2019, rewrite main method to be more clear

2003.09152 2020-03-23 cs.CV

Exploring Categorical Regularization for Domain Adaptive Object Detection

Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei

Comments To appear in CVPR 2020. X.-S. Wei is the corresponding author

2003.09108 2020-03-23 cs.CV

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Dong Wang, Yuan Zhang, Kexin Zhang, Liwei Wang

Comments Accepted by CVPR 2020

2003.09088 2020-03-23 cs.CV

Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN

Jingwen Ye, Yixin Ji, Xinchao Wang, Xin Gao, Mingli Song

Comments Accepted by CVPR 2020

2003.09003 2020-03-23 cs.CV

MOT20: A benchmark for multi object tracking in crowded scenes

Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé

Comments The sequences of the new MOT20 benchmark were previously presented in the CVPR 2019 tracking challenge ( arXiv:1906.04567 ). The differences between the two challenges are: - New and corrected annotations - New sequences, as we had to crop and transform some old sequences to achieve higher quality in the annotations. - New baselines evaluations and different sets of public detections

2003.08981 2020-03-23 cs.CV cs.CG cs.LG

Local Implicit Grid Representations for 3D Scenes

Chiyu Max Jiang, Avneesh Sud, Ameesh Makadia, Jingwei Huang, Matthias Nießner, Thomas Funkhouser

Comments CVPR 2020. Supplementary Video: https://youtu.be/XCyl1-vxfII

2002.10876 2020-03-23 cs.CV

PointAugment: an Auto-Augmentation Framework for Point Cloud Classification

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

Comments Camera-Ready Version for CVPR 2020 (Oral); code is https://github.com/liruihui/PointAugment/

1912.00623 2020-03-23 cs.CV cs.LG

Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task

Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

Comments CVPR 2020 (oral)

2003.08897 2020-03-20 cs.CV cs.CL cs.MM

Normalized and Geometry-Aware Self-Attention Network for Image Captioning

Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu

Comments Accepted by CVPR 2020

2001.09691 2020-03-20 cs.CV

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Jonathan Munro, Dima Damen

Comments Accepted to CVPR 2020 for an oral presentation

2003.08407 2020-03-20 cs.CV

A Content Transformation Block For Image Style Transfer

Dmytro Kotovenko, Artsiom Sanakoyeu, Pingchuan Ma, Sabine Lang, Björn Ommer

Comments Accepted to CVPR 2019

2003.02824 2020-03-20 cs.CV cs.LG eess.IV

Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation

Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira

Comments CVPR 2020. Source code: https://github.com/cmhungsteve/SSTDA

2001.01306 2020-03-20 cs.CV cs.CY cs.LG eess.IV

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi

Comments CVPR 2020

1912.06395 2020-03-20 cs.GR cs.CV cs.LG

Neural Cages for Detail-Preserving 3D Deformations

Wang Yifan, Noam Aigerman, Vladimir G. Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung

Comments accepted for oral presentation at CVPR 2020, code available at https://github.com/yifita/deep_cage

1909.06872 2020-03-20 cs.LG stat.ML

Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors

Gilad Cohen, Guillermo Sapiro, Raja Giryes

Comments Paper accepted to CVPR 2020

2003.08152 2020-03-19 cs.CV

SwapText: Image Based Texts Transfer in Scenes

Qiangpeng Yang, Hongsheng Jin, Jun Huang, Wei Lin

Comments Accepted by CVPR 2020

2003.08124 2020-03-19 cs.CV cs.GR cs.LG

Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images

Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

Comments To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Code and models are available at: https://github.com/Hangz-nju-cuhk/Rotate-and-Render

1908.02197 2020-03-19 cs.CV

Neural Blind Deconvolution Using Deep Priors

Dongwei Ren, Kai Zhang, Qilong Wang, Qinghua Hu, Wangmeng Zuo

Comments Accepted to CVPR 2020. The source code is available at https://github.com/csdwren/SelfDeblur, and the supplementary file is at https://csdwren.github.io/papers/SelfDeblur_supp.pdf

1903.11236 2020-03-19 cs.CV

Training Quantized Neural Networks with a Full-precision Auxiliary Module

Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian Reid

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR 2020)

2003.07761 2020-03-18 eess.IV cs.CV

CycleISP: Real Image Restoration via Improved Data Synthesis

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

Comments CVPR 2020 (Oral)

2003.07685 2020-03-18 cs.CV

Weakly-Supervised Salient Object Detection via Scribble Annotations

Jing Zhang, Xin Yu, Aixuan Li, Peipei Song, Bowen Liu, Yuchao Dai

Comments Accepted by IEEE/CVF CVPR 2020

2003.07640 2020-03-18 cs.CV

EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning

Lin Wang, Tae-Kyun Kim, Kuk-Jin Yoon

Comments Accepted by CVPR 2020

2003.07581 2020-03-18 cs.CV cs.LG

Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild

Umar Iqbal, Pavlo Molchanov, Jan Kautz

Comments CVPR 2020

2003.07540 2020-03-18 cs.CV

Revisiting the Sibling Head in Object Detector

Guanglu Song, Yu Liu, Xiaogang Wang

Comments Accept to CVPR 2020 & Method of Champion of OpenImage Challenge 2019, detection track

2003.00186 2020-03-18 cs.CV cs.AI cs.RO

HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection

Maosheng Ye, Shuangjie Xu, Tongyi Cao

Comments accepted to CVPR 2020

2002.10698 2020-03-18 cs.CV

Hierarchical Conditional Relation Networks for Video Question Answering

Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

Comments Check out our code on GitHub at https://github.com/thaolmk54/hcrn-videoqa

Journal ref CVPR 2020, Oral

1911.09074 2020-03-18 cs.CV cs.LG

Search to Distill: Pearls are Everywhere but not the Eyes

Yu Liu, Xuhui Jia, Mingxing Tan, Raviteja Vemulapalli, Yukun Zhu, Bradley Green, Xiaogang Wang

Comments Accepted as an oral representation to CVPR 2020

2003.06958 2020-03-17 cs.CV

Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition

Chi Nhan Duong, Thanh-Dat Truong, Kha Gia Quach, Hung Bui, Kaushik Roy, Khoa Luu

Comments CVPR 2020

2003.06951 2020-03-17 eess.IV cs.CV

Camera Trace Erasing

Chang Chen, Zhiwei Xiong, Xiaoming Liu, Feng Wu

Comments Accepted by CVPR 2020