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今天更新到2019年6月10号

目录

今天更新到2019年6月10号

目标检测、行人检测、视频超分辨等

FAIR工作、视频跟踪、人脸识别、动作识别

行人检测、图像生成、步态识别

目标检测、语义分割、损失函数、姿态估计

物体检测、动作识别、医学影像等


目标检测、行人检测、视频超分辨等

1.Calibration of Asynchronous Camera Networks for Object Reconstruction Tasks 
作者:Amy Tabb, Henry Medeiros
论文链接:https://arxiv.org/abs/1903.06811

2.StereoDRNet: Dilated Residual Stereo Net 
作者:Rohan Chabra, Julian Straub, Chris Sweeny, Richard Newcombe, Henry Fuchs
论文链接:https://arxiv.org/abs/1904.02251

3.Spatiotemporal CNN for Video Object Segmentation 
作者:Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang
论文链接:https://arxiv.org/abs/1904.02363
代码链接:

https://github.com/longyin880815/STCNN

4.Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning 
作者:Tongtong Yuan, Weihong Deng, Jian Tang, Yinan Tang, Binghui Chen
论文链接:https://arxiv.org/abs/1904.02616

5.T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor 
作者:Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos, Maja Pantic
论文链接:https://arxiv.org/abs/1904.02698

6.Libra R-CNN: Towards Balanced Learning for Object Detection(目标检测) 
作者:Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin
论文链接:https://arxiv.org/abs/1904.02701

7.Learning to Cluster Faces on an Affinity Graph 
作者:Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin
论文链接:https://arxiv.org/abs/1904.02749

8.Blind Visual Motif Removal from a Single Image 
作者:Amir Hertz, Sharon Fogel, Rana Hanocka, Raja Giryes, Daniel Cohen-Or
论文链接:https://arxiv.org/abs/1904.02756

9.Assessment of Faster R-CNN in Man-Machine collaborative search 
作者:Arturo Deza, Amit Surana, Miguel P. Eckstein
论文链接:https://arxiv.org/abs/1904.02805

10.Deep Tree Learning for Zero-shot Face Anti-Spoofing(Oral) 
作者:Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu
论文链接:https://arxiv.org/abs/1904.02860

11.Fast Spatio-Temporal Residual Network for Video Super-Resolution
作者:Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
论文链接:https://arxiv.org/abs/1904.02870

12.Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks(Oral) 
作者:Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu
论文链接:https://arxiv.org/abs/1904.02884

13.High-level Semantic Feature Detection:A New Perspective for Pedestrian Detection(行人检测)
作者:Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu
论文链接:https://arxiv.org/abs/1904.02948

14.Learning to Adapt for Stereo 
作者:Alessio Tonioni, Oscar Rahnama, Thomas Joy, Luigi Di Stefano, Thalaiyasingam Ajanthan, Philip H. S. Torr
论文链接:https://arxiv.org/abs/1904.02957
代码链接:https://github.com/CVLAB-Unibo/Learning2AdaptForStereo

15.Semantic Attribute Matching Networks 
作者:Seungryong Kim, Dongbo Min, Somi Jeong, Sunok Kim, Sangryul Jeon, Kwanghoon Sohn
论文链接:https://arxiv.org/abs/1904.02969

16.What Object Should I Use? - Task Driven Object Detection(目标检测) 
作者:Johann Sawatzky, Yaser Souri, Christian Grund, Juergen Gall
论文链接:https://arxiv.org/abs/1904.03000

17.Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning 
作者:Oleksiy Ostapenko, Tassilo Klein, Mihai Puscas, Patrick Jähnichen, Moin Nabi
论文链接:https://arxiv.org/abs/1904.03137

18.Unsupervised Image Matching and Object Discovery as Optimization 
作者:Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Perez, Jean Ponce
论文链接:https://arxiv.org/abs/1904.03148

19.Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition 
作者:Moein Shakeri, Hong Zhang
论文链接:https://arxiv.org/abs/1904.03175

FAIR工作、视频跟踪、人脸识别、动作识别

1.Large-Scale Long-Tailed Recognition in an Open World(Oral)

作者:Ziwei Liu*, Zhongqi Miao*, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu
论文链接:

https://github.com/ofsoundof/3D_Appearance_SR/blob/master/code/scripts/3d_appearance_sr.pdf
源码链接:

https://github.com/zhmiao/OpenLongTailRecognition-OLTR

2.3D Appearance Super-Resolution with Deep Learning 
作者:待补充
论文链接:

https://github.com/ofsoundof/3D_Appearance_SR/blob/master/code/scripts/3d_appearance_sr.pdf
源码链接:

https://github.com/ofsoundof/3D_Appearance_SR

3.High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection(行人检测)
作者:Zhao-Min Chen, Xiu-Shen Wei Peng Wang3Yanwen Guo1
论文链接:

https://github.com/liuwei16/CSP/blob/master/docs/2019CVPR-CSP.pdf
源码链接:https://github.com/liuwei16/CSP

4.Multi-Label Image Recognition with Graph Convolutional Networks(多标记图像识别) 
作者:Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo
论文链接:https://arxiv.org/abs/1904.03582
源码链接:

https://github.com/chenzhaomin123/ML_GCN
简介:本工作针对多标记识别的核心问题,即“如何有效建模标记间的协同关系”进行探索,提出基于图卷积(GCN)的端到端系统,通过data-driven方式建立标记间有向图(directed graph)并由GCN将类别标记映射(mapping)为对应类别分类器,以此建模类别关系,同时可提升表示学习能力。此外针对GCN中的关键元素correlation matrix进行了深入分析和重设计,使其更胜任多标记问题。

5.Cycle-Consistency for Robust Visual Question Answering(VQA) 
作者:Gao Peng, Zhengkai Jiang, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven Hoi, Xiaogang Wang, Hongsheng Li
论文链接:https://arxiv.org/pdf/1812.05252.pdf

6.Data augmentation using learned transformsfor one-shot medical image segmentation 
作者:Amy Zhao, Guha Balakrishnan, Frédo Durand, John V. Guttag, Adrian V. Dalca
论文链接:https://arxiv.org/pdf/1902.09383.pdf
源码链接:

https://github.com/xamyzhao/brainstorm

7.DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral ) 
作者:Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang
论文链接:

http://cvlab.citi.sinica.edu.tw/images/paper/cvpr-hsu19.pdf
源码链接:

https://github.com/KuangJuiHsu/DeepCO3

8.Calibration of Asynchronous Camera Networks for Object Reconstruction Tasks

作者:Amy Tabb, Henry Medeiros
论文链接:https://arxiv.org/abs/1903.06811

9.LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks 
作者:Sudhakar Kumawat, Shanmuganathan Raman
论文链接:https://arxiv.org/abs/1904.03498

10.A Variational Auto-Encoder Model for Stochastic Point Processes

作者:Nazanin Mehrasa, Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
论文链接:https://arxiv.org/abs/1904.03273

11.2.5D Visual Sound(FAIR Oral) 
作者:Ruohan Gao, Kristen Grauman
论文链接:https://arxiv.org/abs/1812.04204
项目链接:

http://vision.cs.utexas.edu/projects/2.5D_visual_sound/
源码链接:

https://github.com/facebookresearch/FAIR-Play

12.DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality 
作者:Chloe LeGendre, Wan-Chun Ma, Graham Fyffe, John Flynn, Laurent Charbonnel, Jay Busch, Paul Debevec
论文链接:https://arxiv.org/abs/1904.01175

13.Kervolutional Neural Networks 
作者:Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan
论文链接:https://arxiv.org/abs/1904.03955

14.SoDeep: a Sorting Deep net to learn ranking loss surrogates 
作者:Martin Engilberge, Louis Chevallier, Patrick Pérez, Matthieu Cord
论文链接:https://arxiv.org/abs/1904.04272

15.3D Local Features for Direct Pairwise Registration 
作者:Haowen Deng, Tolga Birdal, Slobodan Ilic
论文链接:https://arxiv.org/abs/1904.04281

16.Neural Rerendering in the Wild(Oral)
作者:Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla
论文链接:https://arxiv.org/abs/1904.04290

17.End-to-end Projector Photometric Compensation
作者:Bingyao Huang, Haibin Ling
论文链接:https://arxiv.org/abs/1904.04335

18.What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
作者:Paritosh Parmar, Brendan Tran Morris
论文链接:https://arxiv.org/abs/1904.04346

19.Towards Universal Object Detection by Domain Attention 
作者:Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos
论文链接:https://arxiv.org/abs/1904.04402
项目链接:

http://www.svcl.ucsd.edu/projects/universal-detection/

20.Efficient Decision-based Black-box Adversarial Attacks on Face Recognition(人脸识别) 
作者:Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, Jun Zhu
论文链接:https://arxiv.org/abs/1904.04433

21.Reliable and Efficient Image Cropping: A Grid Anchor based Approach 
作者:Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang
论文链接:https://arxiv.org/abs/1904.04441
代码链接:https://github.com/HuiZeng/Grid-Anchor-based-Image-Cropping

22.SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking(视觉跟踪) 
作者:Guangting Wang, Chong Luo, Zhiwei Xiong, Wenjun Zeng
论文链接:https://arxiv.org/abs/1904.04452

23.Graphonomy: Universal Human Parsing via Graph Transfer Learning 
作者:Ke Gong, Yiming Gao, Xiaodan Liang, Xiaohui Shen, Meng Wang, Liang Lin
论文链接:https://arxiv.org/abs/1904.04536
源码链接:

https://github.com/Gaoyiminggithub/Graphonomy

24.Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks 
作者:Eunwoo Kim, Chanho Ahn, Philip H.S. Torr, Songhwai Oh
论文链接:https://arxiv.org/abs/1904.04562

25.Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology(Oral) 
作者:Ke Yan, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers
论文链接:https://arxiv.org/abs/1904.04661

26.Domain-Symmetric Networks for Adversarial Domain Adaptation 
作者:Yabin Zhang, Hui Tang, Kui Jia, Mingkui Tan
论文链接:https://arxiv.org/abs/1904.04663

27.Action Recognition from Single Timestamp Supervision in Untrimmed Videos(动作识别)
作者:Davide Moltisanti, Sanja Fidler, Dima Damen
论文链接:https://arxiv.org/abs/1904.04689

28.Label Propagation for Deep Semi-supervised Learning 
作者:Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
论文链接:https://arxiv.org/abs/1904.04717

29.Cross-Modal Self-Attention Network for Referring Image Segmentation 
作者:Linwei Ye, Mrigank Rochan, Zhi Liu, Yang Wang
论文链接:https://arxiv.org/abs/1904.04745

30.Leveraging the Invariant Side of Generative Zero-Shot Learning 
作者:Jingjing Li, Mengmeng Jin, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang
论文链接:https://arxiv.org/abs/1904.04092

31.Learning monocular depth estimation infusing traditional stereo knowledge 
作者:Fabio Tosi, Filippo Aleotti, Matteo Poggi, Stefano Mattoccia
论文链接:https://arxiv.org/abs/1904.04144
代码链接:

https://github.com/fabiotosi92/monoResMatch-Tensorflow

32.Unsupervised learning of action classes with continuous temporal embedding 
作者:Anna Kukleva, Hilde Kuehne, Fadime Sener, Juergen Gall
论文链接:https://arxiv.org/abs/1904.04189

33.Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering
作者:Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
论文链接:https://arxiv.org/abs/1904.04196

34.Relational Action Forecasting(oral) 
作者:Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid
论文链接:https://arxiv.org/abs/1904.04231

行人检测、图像生成、步态识别

1.Camera Lens Super-Resolution
作者:

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu
论文链接:

http://staff.ustc.edu.cn/~zwxiong/cameraSR.pdf
源码链接:https://github.com/ngchc/CameraSR

2.GolfDB: A Video Database for Golf Swing Sequencing
作者:

William McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
论文链接:https://arxiv.org/abs/1903.06528v1

3.R2GAN: Cross-modal Recipe Retrieval with Generative Adversarial Network 
作者:

Bin Zhu, Chong-Wah Ngo, Jingjing Chen, and Yanbin Hao
论文链接:

http://vireo.cs.cityu.edu.hk/papers/R2GAN.pdf

4.Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes 
作者:

Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, Xinghao Ding
论文链接:https://arxiv.org/abs/1904.06535

5.GA-Net: Guided Aggregation Net for End-to-end Stereo Matching(Oral) 
作者:Feihu Zhang, Victor Prisacariu, Ruigang Yang, Philip H.S. Torr
论文链接:https://arxiv.org/abs/1904.06587

6.LiveSketch: Query Perturbations for Guided Sketch-based Visual Search 
作者:John Collomosse, Tu Bui, Hailin Jin
论文链接:https://arxiv.org/abs/1904.06611

7.Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning 
作者:待补充

论文链接:https://arxiv.org/abs/1904.06627
源码链接:

https://github.com/MalongTech/research-ms-loss

8.Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction
作者:Yi Wei, Shaohui Liu, Wang Zhao, Jiwen Lu, Jie Zhou
论文链接:https://arxiv.org/abs/1904.06699

9.VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal 
作者:Ya-Liang Chang, Zhe Yu Liu, Winston Hsu
论文链接:https://arxiv.org/abs/1904.06726

10.Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation(Oral) 
作者:Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan
论文链接:https://arxiv.org/abs/1904.06807
源码链接:

https://github.com/Ha0Tang/SelectionGAN

11.ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging(Oral)
作者:

Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays
论文链接:https://arxiv.org/abs/1904.06830

12.Pedestrian Detection in Thermal Images using Saliency Maps(行人检测) 
作者:

Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
论文链接:https://arxiv.org/abs/1904.06859

13.Self-critical n-step Training for Image Captioning(图像生成) 
作者:

Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao
论文链接:https://arxiv.org/abs/1904.06861

14.Gait Recognition via Disentangled Representation Learning(Oral 步态识别) 
作者:

Ziyuan Zhang, Luan Tran, Xi Yin, Yousef Atoum, Xiaoming Liu, Jian Wan, Nanxin Wang
论文链接:https://arxiv.org/abs/1904.04925

15.Towards High-fidelity Nonlinear 3D Face Morphable Model
作者:Luan Tran, Feng Liu, Xiaoming Liu
论文链接:https://arxiv.org/abs/1904.04933
项目链接:http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html

16.Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations(Oral) 
作者:Jiwoon Ahn, Sunghyun Cho, Suha Kwak
论文链接:https://arxiv.org/abs/1904.05044

17.Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning 
作者:

Ruotent Li, Loong Fah Cheong, Robby T. Tan
论文链接:https://arxiv.org/abs/1904.05050

18.C3AE: Exploring the Limits of Compact Model for Age Estimation 
作者:

Chao Zhang, Shuaicheng Liu, Xun Xu, Ce Zhu
论文链接:https://arxiv.org/abs/1904.05059

19.DAVANet: Stereo Deblurring with View Aggregation(Oral)
作者:

Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren
论文链接:https://arxiv.org/abs/1904.05065

20.Text Guided Person Image Synthesis 
作者:

Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang
论文链接:https://arxiv.org/abs/1904.05118

21.Actor-Critic Instance Segmentation 
作者:Kwang In Kim, Hyung Jin Chang
论文链接:https://arxiv.org/abs/1904.05126

22.Joint Manifold Diffusion for Combining Predictions on Decoupled Observations

作者:Kwang In Kim, Hyung Jin Chang
论文链接:https://arxiv.org/abs/1904.05159

23.Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation 
作者:Junhwa Hur, Stefan Roth
论文链接:https://arxiv.org/abs/1904.05290

24.H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions(Oral) 
作者:Bugra Tekin, Federica Bogo, Marc Pollefeys
论文链接:https://arxiv.org/abs/1904.05349

25.Pixel-Adaptive Convolutional Neural Networks 
作者:

Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik Learned-Miller, Jan Kautz
论文链接:https://arxiv.org/abs/1904.05373

26.Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres 
作者:Shuai Liao, Efstratios Gavves, Cees G. M. Snoek
论文链接:https://arxiv.org/abs/1904.05404

27.Sliced Wasserstein Generative Models
作者:

Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma, Danda Pani Paudel, Luc Van Gool
论文链接:https://arxiv.org/abs/1904.05408
源码链接:

https://github.com/musikisomorphie/swd

28.Learning to Generate Synthetic Data via Compositing 
作者:

Shashank Tripathi, Siddhartha Chandra, Amit Agrawal, Ambrish Tyagi, James M. Rehg, Visesh Chari
论文链接:https://arxiv.org/abs/1904.05475

29.Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach(Oral) 
作者:

Proteek Chandan Roy, Vishnu Naresh Boddeti
论文链接:https://arxiv.org/abs/1904.05514

30.Unified Visual-Semantic Embeddings: Bridging Vision and Language with Structured Meaning Representations 
作者:

Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
论文链接:https://arxiv.org/abs/1904.05521

31.Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network 
作者:Chen Li, Gim Hee Lee
论文链接:https://arxiv.org/abs/1904.05547

32.Reasoning Visual Dialogs with Structural and Partial Observations(Oral) 
作者:Zilong Zheng, Wenguan Wang, Siyuan Qi, Song-Chun Zhu
论文链接:https://arxiv.org/abs/1904.05548

33.C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection 
作者:

Fang Wan, Chang Liu, Wei Ke, Xiangyang Ji, Jianbin Jiao, Qixiang Ye
论文链接:https://arxiv.org/abs/1904.05647

34.TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning 
作者:

Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez
论文链接:https://arxiv.org/abs/1904.05967

35.Real-Time Dense Stereo Embedded in A UAV for Road Inspection 
作者:

Rui Fan, Jianhao Jiao, Jie Pan, Huaiyang Huang, Shaojie Shen, Ming Liu
论文链接:https://arxiv.org/abs/1904.06017

36.Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology 
作者:

Hiroki Tokunaga, Yuki Teramoto, Akihiko Yoshizawa, Ryoma Bise
论文链接:https://arxiv.org/abs/1904.06040

37.Unifying Heterogeneous Classifiers with Distillation 
作者:

Jayakorn Vongkulbhisal, Phongtharin Vinayavekhin, Marco Visentini-Scarzanella
论文链接:https://arxiv.org/abs/1904.06062

38.YUVMultiNet: Real-time YUV multi-task CNN for autonomous driving 
作者:Thomas Boulay, Said El-Hachimi, Mani Kumar Surisetti, Pullarao Maddu, Saranya Kandan
论文链接:https://arxiv.org/abs/1904.05673

39.A Relation-Augmented Fully Convolutional Network for Semantic Segmentationin Aerial Scenes 
作者:

Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
论文链接:https://arxiv.org/abs/1904.05730

40.Learning joint reconstruction of hands and manipulated objects 
作者:

Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid
论文链接:https://arxiv.org/abs/1904.05767

41.Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope(Oral) 
作者:Tolga Birdal, Umut Şimşekli
论文链接:https://arxiv.org/abs/1904.05814

42.Variational Information Distillation for Knowledge Transfer 
作者:

Sungsoo Ahn, Shell Xu Hu, Andreas Damianou, Neil D. Lawrence, Zhenwen Dai
论文链接:https://arxiv.org/abs/1904.05835

43.Expressive Body Capture: 3D Hands, Face, and Body from a Single Image 
作者:

Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black
论文链接:https://arxiv.org/abs/1904.05866

44.A Simple Baseline for Audio-Visual Scene-Aware Dialog 
作者:

Idan Schwartz, Alexander Schwing, Tamir Hazan
论文链接:https://arxiv.org/abs/1904.05876

45.Max-Sliced Wasserstein Distance and its use for GANs 
作者:

Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Zhizhen Zhao, David Forsyth, Alexander Schwing
论文链接:https://arxiv.org/abs/1904.05877

46.Two Body Problem: Collaborative Visual Task Completion
作者:

Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi

论文链接:https://arxiv.org/abs/1904.05879

47.Factor Graph Attention 
作者:

Idan Schwartz, Seunghak Yu, Tamir Hazan, Alexander Schwing
论文链接:https://arxiv.org/abs/1904.05880

48.Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning 
作者:

Wenbin Li, Lei Wang, Jinglin Xu, Jing Huo, Yang Gao, Jiebo Luo
论文链接:

http://cs.nju.edu.cn/rl/people/liwb/CVPR19.pdf
源码链接:https://github.com/WenbinLee/DN4.git

目标检测、语义分割、损失函数、姿态估计

1.Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders 
作者:Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata
论文链接:https://arxiv.org/abs/1812.01784
源码链接:

https://github.com/edgarschnfld/CADA-VAE-PyTorch

2.PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud 
作者:Shaoshuai Shi, Xiaogang Wang, Hongsheng Li
论文链接:https://arxiv.org/abs/1812.04244
源码链接:

https://github.com/sshaoshuai/PointRCNN

3.FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image 
作者:Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang
论文链接:https://github.com/shamangary/FSA-Net/blob/master/0191.pdf
源码链接:https://github.com/shamangary/FSA-Net

4.Learning Attraction Field Representation for Robust Line Segment Detection 
作者:Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
论文链接:https://arxiv.org/abs/1812.02122
源码链接:

https://github.com/cherubicXN/afm_cvpr2019

5.DFANet:Deep Feature Aggregation for Real-Time Semantic Segmentation(旷视)
作者:Hanchao Li, Pengfei Xiong,Haoqiang Fan,Jian Sun
论文链接:https://share.weiyun.com/5NgHbWH

6.Live Reconstruction of Large-Scale Dynamic Outdoor Worlds 
作者:Ondrej Miksik, Vibhav Vineet
论文链接:https://arxiv.org/abs/1903.06708

7.Automatic adaptation of object detectors to new domains using self-training 
作者:Aruni RoyChowdhury, Prithvijit Chakrabarty, Ashish Singh, SouYoung Jin, Huaizu Jiang, Liangliang Cao, Erik Learned-Miller
论文链接:https://arxiv.org/abs/1904.07305

8.A Realistic Dataset and Baseline Temporal Model for Early Drowsiness Detection 
作者:Reza Ghoddoosian, Marnim Galib, Vassilis Athitsos
论文链接:https://arxiv.org/abs/1904.07312

9.Exploiting Computation Power of Blockchain for Biomedical Image Segmentation 
作者:Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi
论文链接:https://arxiv.org/abs/1904.07349

10.NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection(目标检测) 
作者:Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, Quoc V. Le
论文链接:https://arxiv.org/abs/1904.07392

11.A Bayesian Perspective on the Deep Image Prior 
作者:Zezhou Cheng, Matheus Gadelha, Subhransu Maji, Daniel Sheldon
论文链接:https://arxiv.org/abs/1904.07457
源码链接:https://github.com/ZezhouCheng/GP-DIP

12.Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN 
作者:Qing Ping, Jiangbo Yuan, Bing Wu, Wanying Ding
论文链接:https://arxiv.org/abs/1904.07460

13.Focus Is All You Need: Loss Functions For Event-based Vision 
作者:Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza
论文链接:https://arxiv.org/abs/1904.07235

14.Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting 
作者:Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo
论文链接:https://arxiv.org/abs/1904.07475

15.Relation-Shape Convolutional Neural Network for Point Cloud Analysis 
作者:Yongcheng Liu, Bin Fan, Shiming Xiang, Chunhong Pan
论文链接:https://arxiv.org/abs/1904.07601
项目链接:https://yochengliu.github.io/Relation-Shape-CNN/
源码链接:

https://github.com/Yochengliu/Relation-Shape-CNN

16.LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences(人脸识别) 
作者:Sudhakar Kumawat, Manisha Verma, Shanmuganathan Raman
论文链接:https://arxiv.org/abs/1904.07647

17.Semantically Aligned Bias Reducing Zero Shot Learning 
作者:Akanksha Paul, Narayanan C. Krishnan, Prateek Munjal
论文链接:https://arxiv.org/abs/1904.07659

物体检测、动作识别、医学影像等

1.ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging(Oral)
作者: Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, and James Hays
论文链接:

https://contactdb.cc.gatech.edu/contactdb_paper.pdf
源码链接:

https://github.com/samarth-robo/contactdb_prediction

2.Aggregation Cross-Entropy for Sequence Recognition
作者:Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu, Lianwen Jin, Yuliang Liu, Lele Xie
论文链接:https://arxiv.org/abs/1904.08364

3.Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images
作者:Junsik Kim, Tae-Hyun Oh, Seokju Lee, Fei Pan, In So Kweon
论文链接:https://arxiv.org/abs/1904.08482

4.Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset
作者:Martin Mundt, Sagnik Majumder, Sreenivas Murali, Panagiotis Panetsos, Visvanathan Ramesh
论文链接:https://arxiv.org/abs/1904.08486

5.Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds
作者:Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
论文链接:https://arxiv.org/abs/1904.08487

6.Few-Shot Learning with Localization in Realistic Settings
作者:Davis Wertheimer, Bharath Hariharan
论文链接:https://arxiv.org/abs/1904.08502

7.Progressive Attention Memory Network for Movie Story Question Answering
作者:Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo
论文链接:https://arxiv.org/abs/1904.08607

8.Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization
作者:Junbao Zhuo, Shuhui Wang, Shuhao Cui, Qingming Huang
论文链接:https://arxiv.org/abs/1904.08631

9.DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition
作者:Toby Perrett, Dima Damen
论文链接:https://arxiv.org/abs/1904.08634

10.Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition
作者:Devraj Mandal, Sanath Narayan, Saikumar Dwivedi, Vikram Gupta, Shuaib Ahmed, Fahad Shahbaz Khan, Ling Shao
论文链接:https://arxiv.org/abs/1904.08703

11.A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning
作者:Thanh-Toan Do, Toan Tran, Ian Reid, Vijay Kumar, Tuan Hoang, Gustavo Carneiro
论文链接:https://arxiv.org/abs/1904.08720

12.Cascaded Partial Decoder for Fast and Accurate Salient Object Detection
作者:Zhe Wu, Li Su, Qingming Huang
论文链接:https://arxiv.org/abs/1904.08739

13.4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks
作者:Christopher Choy, JunYoung Gwak, Silvio Savarese
论文链接:https://arxiv.org/abs/1904.08755

14.Attentive Single-Tasking of Multiple Tasks
作者:Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos
论文链接:https://arxiv.org/abs/1904.08918

15.Towards VQA Models that can Read
作者:Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
论文链接:https://arxiv.org/abs/1904.08920

16.Listen to the Image
作者:Di Hu, Dong Wang, Xuelong Li, Feiping Nie, Qi Wang
论文链接:https://arxiv.org/abs/1904.09115

17.SelFlow: Self-Supervised Learning of Optical Flow 
作者:Pengpeng Liu, Michael Lyu, Irwin King, Jia Xu
论文链接:https://arxiv.org/abs/1904.09117

18.Visualizing the decision-making process in deep neural decision forest 
作者:Shichao Li, Kwang-Ting Cheng
论文链接:https://arxiv.org/abs/1904.09201
源码链接:

https://github.com/Nicholasli1995/VisualizingNDF

19.STEP: Spatio-Temporal Progressive Learning for Video Action Detection(Oral,视频动作识别) 
作者:Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz
论文链接:https://arxiv.org/abs/1904.09288

视频目标分割、物体检测、三维点云

1.Data-Driven Neuron Allocation for Scale Aggregation Networks
作者:Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang
论文链接:https://arxiv.org/abs/1904.09460

2.A Simple Pooling-Based Design for Real-Time Salient Object Detection
作者:Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Jiashi Feng, Jianmin Jiang
论文链接:https://arxiv.org/abs/1904.09569
源码链接:http://mmcheng.net/poolnet/

3.TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation
作者:Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy
论文链接:https://arxiv.org/abs/1904.09571

4.Deep Metric Learning Beyond Binary Supervision(Oral)
作者:Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak
论文链接:https://arxiv.org/abs/1904.09626

5.Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks
作者:Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim
论文链接:https://arxiv.org/abs/1904.09791

6.PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval
作者: Wenxiao Zhang, Chunxia Xiao
论文链接:https://arxiv.org/abs/1904.09793

7.Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids
作者: Despoina Paschalidou, Ali Osman Ulusoy, Andreas Geiger
论文链接:https://arxiv.org/abs/1904.09970
源码链接:

https://github.com/paschalidoud/superquadric_parsing

致谢: 部分内容来源于极市平台

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