今天更新到2019年4月22号
目录
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