ICCV 2019
ICCV 2019 papers/news
ICCV2019官网：http://iccv2019.thecvf.com/(共收到4303篇投稿）
会议时间：2019/10/27-2019/11/2
ICCV2019论文解读汇总帖子：http://bbs.cvmart.net/topics/447/iccv2019
ICCV2019论文分类汇总贴：http://bbs.cvmart.net/topics/551/iccv2019c
接收论文ID查看链接：https://docs.google.com/document/d/1ip33oABDWYT9ic7j6NSjcmj67P0BwSMKUJhQpiMjW2E/edit
ICCV2019论文下载及接收ID文档百度云链接
链接:https://pan.baidu.com/s/1yeA8qNkkb92Z0vA-8h2FTg 密码:nynu
ICCV2019论文抢先读：(感谢 @chongruo @wwwzxoe303com @wangg12) Fangget
169.Domain Adaptation for Structured Output via Discriminative Patch Representations (Oral)
作者：Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter, Manmohan Chandraker
论文链接：https://arxiv.org/abs/1901.05427
168.DADA: Depth-Aware Domain Adaptation in Semantic Segmentation
作者：Tuan-Hung Vu, Himalaya Jain, Maxime Bucher, Matthieu Cord, Patrick Pérez
论文链接：https://arxiv.org/abs/1904.01886
167.Deep Non-Rigid Structure from Motion（Oral）
作者：Chen Kong, Simon Lucey
论文链接：https://arxiv.org/abs/1908.00052
166.Scalable Place Recognition Under Appearance Change for Autonomous Driving（Oral ）
作者：Anh-Dzung Doan, Yasir Latif, Tat-Jun Chin, Yu Liu, Thanh-Toan Do, Ian Reid
论文链接：https://arxiv.org/abs/1908.00178
165.Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images
作者：Valentin Gabeur, Jean-Sebastien Franco, Xavier Martin, Cordelia Schmid, Gregory Rogez
论文链接：https://arxiv.org/abs/1908.00439
164.Learning the Model Update for Siamese Trackers
作者：Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan
论文链接：https://arxiv.org/abs/1908.00855
163.Distilling Knowledge From a Deep Pose Regressor Network
作者：Muhamad Risqi U. Saputra, Pedro P. B. de Gusmao, Yasin Almalioglu, Andrew Markham, Niki Trigoni
论文链接：https://arxiv.org/abs/1908.00858
162.Permutation-invariant Feature Restructuring for Correlation-aware Image Set-based Recognition
作者：Xiaofeng Liu, Zhenhua Guo, Site Li, Lingsheng Kong, Ping Jia, Jane You, B. V. K. Kumar
论文链接：https://arxiv.org/abs/1908.01174
161.ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal
作者：Bin Ding, Chengjiang Long, Ling Zhang, Chunxia Xiao
论文链接：https://arxiv.org/abs/1908.01323
160.Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation
作者：Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu
论文链接：https://arxiv.org/abs/1908.01491
159.Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations（Oral ）
作者： Jerin Geo James, Pranay Agrawal, Ajit Rajwade
论文链接：https://arxiv.org/abs/1908.01940
158.View N-gram Network for 3D Object Retrieval
作者：Xinwei He, Tengteng Huang, Song Bai, Xiang Bai
论文链接：https://arxiv.org/abs/1908.01958
157.Semi-supervised Skin Detection by Network with Mutual Guidance
作者：Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang
论文链接：https://arxiv.org/abs/1908.01977
156.Consensus Maximization Tree Search Revisited（Oral）
作者：Zhipeng Cai, Tat-Jun Chin, Vladlen Koltun
论文链接：https://arxiv.org/abs/1908.02021
155.Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection
作者：Xuanyi Dong, Yi Yang
论文链接：https://arxiv.org/abs/1908.02116
Github链接：https://github.com/D-X-Y/landmark-detection
154.Deep Self-Learning From Noisy Labels
作者：Jiangfan Han, Ping Luo, Xiaogang Wang
论文链接：https://arxiv.org/abs/1908.02160
153.Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking
作者：Ziyuan Huang, Changhong Fu, Yiming Li, Fuling Lin, Peng Lu
论文链接：https://arxiv.org/abs/1908.02231
152.Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning
作者：Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi
论文链接：https://arxiv.org/abs/1908.02441
151.Expert Sample Consensus Applied to Camera Re-Localization
作者：Eric Brachmann, Carsten Rother
论文链接：https://arxiv.org/abs/1908.02484
150.SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition
作者：Kaiyu Yang, Olga Russakovsky, Jia Deng
论文链接：https://arxiv.org/abs/1908.02660
149.GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild
作者：Alexander Grabner, Peter M. Roth, Vincent Lepetit
论文链接：https://arxiv.org/abs/1908.02809
148.Bidirectional One-Shot Unsupervised Domain Mapping
Github链接：https://github.com/tomercohen11/BiOST
147.CompenNet++: End-to-end Full Projector Compensation
Github链接：https://github.com/BingyaoHuang/CompenNet-plusplus
146.Exploiting temporal consistency for real-time video depth estimation
Github链接：https://github.com/hkzhang91/ST-CLSTM
145.Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
作者：Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael Bronstein, Stefanos Zafeiriou
论文链接：https://arxiv.org/abs/1905.02876
Github链接：https://github.com/gbouritsas/Neural3DMM
144.Temporally-Aggregating Spatial Encoder-Decoder for Video Saliency Detection
Github链接：https://github.com/kylemin/TASED-Net
143.EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition
作者：Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen
Github链接：https://github.com/ekazakos/temporal-binding-network
142.Perspective-Guided Convolution Networks for Crowd Counting
Github链接：https://github.com/Zhaoyi-Yan/PGCNet
141.Weakly Supervised Energy-Based Learning for Action Segmentation（Oral）
Github链接：https://github.com/JunLi-Galios/CDFL
140.One Shot Domain Adaptation for Person Re-Identification（Oral ）
作者：Yang Fu, Yunchao Wei, Guanshuo Wang, Jiwei Li, Xi Zhou, Honghui Shi, Thomas Huang
论文链接：https://arxiv.org/abs/1811.10144
Github链接：https://github.com/OasisYang/SSG
139.Domain Intersection and Domain Difference
Github链接：https://github.com/sagiebenaim/DomainIntersectionDifference
138.Controllable Artistic Text Style Transfer via Shape-Matching GAN(Oral )
作者：Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
论文链接：https://arxiv.org/abs/1905.01354
Github链接：https://github.com/TAMU-VITA/ShapeMatchingGAN
项目链接：https://williamyang1991.github.io/projects/ICCV2019/SMGAN.html
137.Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
Github链接：https://github.com/janisgp/Sampling-free-Epistemic-Uncertainty
136.On the Over-Smoothing Problem of CNN Based Disparity Estimation
Github链接：https://github.com/chenchr/otosp
135.Video Face Clustering with Unknown Number of Clusters
作者：M. Tapaswi, M. T. Law, and S. Fidler
Github链接：https://github.com/makarandtapaswi/BallClustering_ICCV2019
134.Pose-aware Dynamic Attention for Human Object Interaction Detection
Github链接：https://github.com/bobwan1995/Pose-aware-Dynamic-Attention-for-Human-Object-Interaction-Detection
133.SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning
Github链接：https://github.com/TerenceCYJ/SO-HandNet
132.Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection
作者：Yongri Piao, Wei Ji, Jingjing Li, Miao Zhang, Huchuan Lu
Github链接：https://github.com/jiwei0921/DMRA_RGBD-SOD
131.Language-Conditioned Graph Networks for Relational Reasoning
作者：Ronghang Hu, Anna Rohrbach, Trevor Darrell, Kate Saenko
论文链接：https://arxiv.org/abs/1905.04405
Github链接：https://github.com/ronghanghu/lcgn
130.Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks
作者：Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges
论文链接：https://arxiv.org/abs/1903.12530
Github链接：https://github.com/HzDmS/gaze_redirection
129.A Closed-form Solution to Universal Style Transfer
作者：Ming Lu, Hao Zhao, Anbang Yao, Yurong Chen, Feng Xu, Li Zhang
论文链接：https://arxiv.org/abs/1906.00668
Github链接：https://github.com/lu-m13/OptimalStyleTransfer
128.ABD-Net: Attentive but Diverse Person Re-Identification
作者：Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang
论文链接：https://arxiv.org/abs/1908.01114
Github链接：https://github.com/TAMU-VITA/ABD-Net
127.Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model
论文链接：https://csjcai.github.io/papers/RealSR.pdf
Github链接：https://github.com/csjcai/RealSR
126.Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
作者：Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang
论文链接：https://arxiv.org/abs/1901.11153
Github链接：https://github.com/hzxie/Pix2Vox
125.Metric Learning with HORDE: High-Order Regularizer for Deep Embeddings
论文链接：https://arxiv.org/abs/1908.02735
Github链接：https://github.com/pierre-jacob/ICCV2019-Horde
124.Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
作者：Xiaowei Hu, Yitong Jiang, Chi-Wing Fu, and Pheng-Ann Heng
Github链接：https://github.com/xw-hu/Mask-ShadowGAN
123.AutoGAN: Neural Architecture Search for Generative Adversarial Networks
Github链接：https://github.com/TAMU-VITA/AutoGAN
122.Probabilistic Face Embeddings
作者：Yichun Shi, Anil K. Jain
论文链接：https://arxiv.org/abs/1904.09658
Github链接：https://github.com/seasonSH/Probabilistic-Face-Embeddings
121.Learning Lightweight Lane Detection CNNs by Self Attention Distillation
作者：Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy
论文链接：https://arxiv.org/abs/1908.00821
Github链接：https://github.com/cardwing/Codes-for-Lane-Detection
120.CCNet: Criss-Cross Attention for Semantic Segmentation
作者：Zilong Huang, Xinggang Wang, Lichao Huang, Chang Huang, Yunchao Wei, Wenyu Liu
论文链接：https://arxiv.org/abs/1811.11721
Github链接：https://github.com/speedinghzl/CCNet
119.Universally Slimmable Networks and Improved Training Techniques
作者：Jiahui Yu, Thomas Huang
论文链接：https://arxiv.org/abs/1903.05134
Github链接：https://github.com/JiahuiYu/slimmable_networks
118.TSM: Temporal Shift Module for Efficient Video Understanding
作者：Ji Lin, Chuang Gan, Song Han
论文链接：https://arxiv.org/abs/1811.08383
Github链接：https://github.com/mit-han-lab/temporal-shift-module
117.SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences
作者：J. Behley, M. Garbade, A. Milioto, J. Quenzel, S. Behnke, C. Stachniss, and J. Gall
论文链接：https://arxiv.org/abs/1904.01416
116.MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
作者：Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi
论文链接：https://arxiv.org/abs/1906.06059
Github链接：https://github.com/vita-epfl/monoloco
115.Optimizing the F-measure for Threshold-free Salient Object Detection
作者：Kai Zhao, Shanghua Gao, Wenguan Wang, Ming-ming Cheng
论文链接：http://data.kaizhao.net/publications/iccv2019fmeasure.pdf
Github链接：https://github.com/zeakey/iccv2019-fmeasure
项目链接：http://kaizhao.net/fmeasure
114.Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction
作者：Zhizhong Han, Xiyang Wang, Yu-Shen Liu, Matthias Zwicker
论文链接：https://arxiv.org/abs/1907.12704
113.Temporal Attentive Alignment for Large-Scale Video Domain Adaptation
作者：Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Woo, Ruxin Chen, Jian Zheng
论文链接：https://arxiv.org/abs/1907.12743
Github链接：http://github.com/cmhungsteve/TA3N
112.Orientation-aware Semantic Segmentation on Icosahedron Spheres
作者：Chao Zhang, Stephan Liwicki, William Smith, Roberto Cipolla
论文链接：https://arxiv.org/abs/1907.12849
111.EMPNet: Neural Localisation and Mapping using Embedded Memory Points
作者：Gil Avraham, Yan Zuo, Thanuja Dharmasiri, Tom Drummond
论文链接：https://arxiv.org/abs/1907.13268
110.Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition (Oral)
作者：Wenhao Wu, Dongliang He, Xiao Tan, Shifeng Chen, Shilei Wen
论文链接：https://arxiv.org/abs/1907.13369
109.Expectation-Maximization Attention Networks for Semantic Segmentation (Oral)br> 作者： Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu
论文链接：https://arxiv.org/abs/1907.13426
108.Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
作者：Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee
论文链接：https://arxiv.org/abs/1907.11346
Github链接：https://github.com/mks0601/3DMPPE_ROOTNET_RELEASE
107.SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation
作者：Yang Zhou, Zachary While, Evangelos Kalogerakis
论文链接：https://arxiv.org/abs/1907.11308
106.On the Design of Black-box Adversarial Examples by Leveraging Gradient-free Optimization and Operator Splitting Method
作者：Pu Zhao, Sijia Liu, Pin-Yu Chen, Nghia Hoang, Kaidi Xu, Bhavya Kailkhura, Xue Lin
论文链接：https://arxiv.org/abs/1907.11684
105.Goal-Driven Sequential Data Abstraction
作者：Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song
论文链接：https://arxiv.org/abs/1907.12336
104.Recursive Cascaded Networks for Unsupervised Medical Image Registration
作者： Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu
论文链接：https://arxiv.org/abs/1907.12353
103.Learn to Scale: Generating Multipolar Normalized Density Map for Crowd Counting
作者：Chenfeng Xu, Kai Qiu, Jianlong Fu, Song Bai, Yongchao Xu, Xiang Bai
论文链接：https://arxiv.org/abs/1907.12428
102.HoloGAN: Unsupervised learning of 3D representations from natural images
作者：Thu Nguyen-Phuoc, Chuan Li, Lucas Theis, Christian Richardt, Yong-Liang Yang
论文链接：https://arxiv.org/abs/1904.01326
项目链接：https://www.monkeyoverflow.com/#/hologan-unsupervised-learning-of-3d-representations-from-natural-images/
101.MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
作者：Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Tim Kwang-Ting Cheng, Jian Sun
论文链接：https://arxiv.org/abs/1903.10258
100.FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image
作者：Jingwei Huang, Yichao Zhou, Thomas Funkhouser, Leonidas Guibas
论文链接：https://arxiv.org/pdf/1903.12305.pdf
99.Face De-occlusion using 3D Morphable Model and Generative Adversarial
作者：Xaiowei Yuan and In Kyu Park
论文链接：http://image.inha.ac.kr/paper/ICCV2019_Xaiowei.pdf
98.Deep Meta Learning for Real-Time Target-Aware Visual Tracking
作者：Janghoon Choi, Junseok Kwon, and Kyoung Mu Lee
论文链接：https://arxiv.org/pdf/1712.09153.pdf
97.Switchable Whitening for Deep Representation Learning
作者：Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo
论文链接：https://arxiv.org/abs/1904.09739
96.Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
作者：Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng
论文链接：https://arxiv.org/abs/1904.05049
95.Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction
作者：Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes
论文链接：https://arxiv.org/abs/1902.06729
94.Task2Vec: Task Embedding for Meta-Learning
作者：Alessandro Achille, Michael Lam, Rahul Tewari, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Stefano Soatto, Pietro Perona
论文链接：https://arxiv.org/abs/1902.03545
93.VideoBERT: A Joint Model for Video and Language Representation Learning ( Oral )
作者：Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid
论文链接：https://arxiv.org/abs/1904.01766
92.CARAFE: Content-Aware ReAssembly of FEatures ( Oral )
作者：Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin
论文链接：https://arxiv.org/pdf/1905.02188.pdf
91.ACE: Adapting to Changing Environments for Semantic Segmentation
作者：Zuxuan Wu, Xin Wang, Joseph E. Gonzalez, Tom Goldstein, Larry S. Davis
论文链接：https://arxiv.org/pdf/1904.06268.pdf
90.Few-shot Object Detection via Feature Reweighting
作者：Bingyi Kang, Zhuang Liu, Xin Wang, Fisher Yu, Jiashi Feng, Trevor Darrell
论文链接：https://arxiv.org/pdf/1812.01866.pdf
89.Disentangling Propagation and Generation for Video Prediction
作者：Hang Gao, Huazhe Xu, Qi-Zhi Cai, Ruth Wang, Fisher Yu, Trevor Darrell
论文链接：https://arxiv.org/pdf/1812.00452.pdf
88.An Empirical Study of Spatial Attention Mechanisms in Deep Networks
作者：Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
论文链接：https://arxiv.org/pdf/1904.05873.pdf
87.Fashion++: Minimal Edits for Outfit Improvement
作者：Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu, Devi Parikh, Kristen Grauman
论文链接：https://arxiv.org/pdf/1904.09261.pdf
86.Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment
作者：Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, Ajay Divakaran
论文链接：https://arxiv.org/pdf/1903.11649.pdf
85.Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded
作者：Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh
论文链接：https://arxiv.org/pdf/1902.03751.pdf
84.SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation
作者：Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra
论文链接：https://arxiv.org/pdf/1905.07512.pdf
83.Habitat: A Platform for Embodied AI Research ( Oral )
作者：Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra
论文链接：https://arxiv.org/abs/1904.01201
82.EM-Fusion: Dynamic Object-Level SLAM with Probabilistic Data Association
作者：Michael Strecke, Jörg Stückler
论文链接：https://arxiv.org/abs/1904.11781
81.Texture Fields: Learning Texture Representations in Function Space
作者：Michael Oechsle, Lars Mescheder, Michael Niemeyer, Thilo Strauss, Andreas Geiger
论文链接：https://arxiv.org/abs/1905.07259
80.AMASS: Archive of Motion Capture as Surface Shapes
作者：Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll, Michael J. Black
论文链接：https://arxiv.org/abs/1904.03278
79.End-to-end Learning for Graph Decomposition
作者：Jie Song, Bjoern Andres, Michael Black, Otmar Hilliges, Siyu Tang
论文链接：https://arxiv.org/pdf/1812.09737.pdf
78.Towards Multi-pose Guided Virtual Try-on Network
作者：Haoye Dong, Xiaodan Liang, Bochao Wang, Hanjiang Lai, Jia Zhu, Jian Yin
论文链接：https://arxiv.org/abs/1902.11026
77.Learning to Reconstruct 3D Manhattan Wireframes from a Single Image ( Oral )
作者：Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma
论文链接：https://arxiv.org/abs/1905.07482
76.End-to-End Wireframe Parsing
作者：Yichao Zhou, Haozhi Qi, Yi Ma
论文链接：https://arxiv.org/abs/1905.03246
Github链接：https://github.com/zhou13/lcnn
75.Equivariant Multi-View Networks (Oral)
作者：Carlos Esteves, Yinshuang Xu, Christine Allen-Blanchette, Kostas Daniilidis
论文链接：https://arxiv.org/abs/1904.00993
Github链接：https://github.com/daniilidis-group/emvn
74.Few-shot Unsupervised Image-to-Image Translation
作者：Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
论文链接：https://arxiv.org/abs/1905.01723
Github链接：https://github.com/nvlabs/FUNIT/
项目链接：http://www.cs.cornell.edu/~xhuang/publication/funit/
73.Scoot: A Perceptual Metric for Facial Sketches
作者：Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren, Paul L Rosin, Rongrong Ji
论文链接：http://dpfan.net/wp-content/uploads/FaceSketch.pdf
Github链接：http://dpfan.net/wp-content/uploads/Scoot.zip
项目链接：http://dpfan.net/Scoot/
72.Improving Adversarial Robustness via Guided Complement Entropy
作者：Hao-Yun Chen*, Jhao-Hong Liang*, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan.
论文链接：https://arxiv.org/abs/1903.09799
Github链接：https://github.com/henry8527/GCE
71.PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows(Oral)
作者：Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan
论文链接：https://arxiv.org/abs/1906.12320
Github链接：https://github.com/stevenygd/PointFlow
项目链接：https://www.guandaoyang.com/PointFlow/
70.Model Vulnerability to Distributional Shifts over Image Transformation Sets
作者：Riccardo Volpi, Vittorio Murino
论文链接：https://arxiv.org/abs/1903.11900
Github链接：https://github.com/ricvolpi/domain-shift-robustness
69.Coherent Semantic Attention for Image Inpainting
作者：Hongyu Liu, Bin Jiang, Yi Xiao, Chao Yang
论文链接：https://arxiv.org/abs/1905.12384
68.Learning to Paint with Model-based Deep Reinforcement Learning
作者：Zhewei Huang, Wen Heng, Shuchang Zhou
论文链接：https://arxiv.org/abs/1903.04411
Github链接：https://github.com/hzwer/ICCV2019-LearningToPaint
67.LayoutVAE: Stochastic Scene Layout Generation from a Label Set
作者：Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
论文链接：https://arxiv.org/abs/1907.10719
66.Co-Evolutionary Compression for Unpaired Image Translation
作者：Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu
论文链接：https://arxiv.org/abs/1907.10804
65.Enhancing Adversarial Example Transferability with an Intermediate Level Attack
作者：Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim
论文链接：https://arxiv.org/abs/1907.10823
64.Simultaneous multi-view instance detection with learned geometric soft-constraints
作者：Ahmed Samy Nassar, Sebastien Lefevre, Jan D. Wegner
论文链接：https://arxiv.org/abs/1907.10892
63.Learnable Triangulation of Human Pose（Oral)
作者：Karim Iskakov, Egor Burkov, Victor Lempitsky, Yury Malkov
论文链接：https://arxiv.org/abs/1905.05754
Github链接：https://github.com/karfly/learnable-triangulation-pytorch
项目链接：https://saic-violet.github.io/learnable-triangulation/
62.Gated2Depth: Real-time Dense Lidar from Gated Images
作者：Tobias Gruber, Frank Julca-Aguilar,Mario Bijelic,Werner Ritter,Klaus Dietmayer,Felix Heide
论文链接：https://www.cs.princeton.edu/~fheide/papers/Gated2Depth_preprint.pdf
61.Counting with Focus for Free
作者：Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
论文链接：https://arxiv.org/abs/1903.12206
Github链接：https://github.com/shizenglin/Counting-with-Focus-for-Free
60.PU-GAN: a Point Cloud Upsampling Adversarial Network
作者：Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, Pheng-Ann Heng
论文链接：https://arxiv.org/abs/1907.10844
59.Moment Matching for Multi-Source Domain Adaptation (Oral)
作者：Xingchao Peng, Qinxun Bai, Xide Xia, Zijun Huang, Kate Saenko, Bo Wang
论文链接：https://arxiv.org/abs/1812.01754
58.3D-RelNet: Joint Object and Relational Network for 3D Prediction
作者：Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta
论文链接：https://arxiv.org/pdf/1906.02729.pdf
57.Learning Compositional Representations for Few-Shot Recognition
作者：Pavel Tokmakov, Yuxiong Wang, Martial Hebert
论文链接：https://sites.google.com/view/comprepr/home
56.Digging Into Self-Supervised Monocular Depth Estimation
作者：Clement Godard, Oisin Mac Aodha, Michael Firman, Gabriel Brostow
论文链接：https://arxiv.org/pdf/1806.01260.pdf
55.Deep Interpretable Non-Rigid Structure from Motion
作者：Chen Kong, Simon Lucey
论文链接：https://arxiv.org/pdf/1902.10840.pdf
54.PRECOG: PREdiction Conditioned On Goals in Visual Multi-Agent Settings
作者：Nicholas Rhinehart, Rowan McAllister, Kris Kitani, Sergey Levine
论文链接：https://arxiv.org/pdf/1905.01296.pdf
项目链接：https://sites.google.com/view/precog
53.Lifelong GAN: Continual Learning for Conditional Image Generation
作者：Mengyao Zhai, Lei Chen, Fred Tung, Jiawei He, Megha Nawhal, Greg Mori
论文链接：https://arxiv.org/abs/1907.10107
52.Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection
作者：Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
论文链接：https://arxiv.org/abs/1907.10164
51.Towards Adversarially Robust Object Detection
作者：Haichao Zhang, Jianyu Wang
论文链接：https://arxiv.org/abs/1907.10310
50.6-DOF GraspNet: Variational Grasp Generation for Object Manipulation
作者：Arsalan Mousavian, Clemens Eppner, Dieter Fox
论文链接：https://arxiv.org/abs/1905.10520
49.Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction
作者：Luca Anthony Thiede, Pratik Prabhanjan Brahma
论文链接：https://arxiv.org/abs/1907.10178
48.DAFL: Data-Free Learning of Student Networks
作者：Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian
论文链接：https://arxiv.org/abs/1904.01186
47.Multi-adversarial Faster-RCNN for Unrestricted Object Detection
作者：Zhenwei He, Lei Zhang
论文链接：https://arxiv.org/abs/1907.10343
46.Boosting Few-Shot Visual Learning with Self-Supervision
作者：Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
论文链接：https://arxiv.org/abs/1906.05186
45.A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers
作者：Heng Yang, Luca Carlone
论文链接：https://arxiv.org/abs/1905.12536
44.Embodied Visual Recognition
作者：Jianwei Yang，Zhile Ren，Mingze Xu，Xinlei Chen，David Crandall，Devi Parikh，Dhruv Batra
项目链接：https://www.cc.gatech.edu/~jyang375/evr.html
43.Learning Implicit Generative Models by Matching Perceptual Features(Oral)
作者：Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre Dognin
论文链接：https://arxiv.org/abs/1904.02762v1
42.Rethinking ImageNet Pre-training
作者：Kaiming He, Ross Girshick, and Piotr Dollár
论文链接：https://arxiv.org/abs/1811.08883
41.TensorMask: A Foundation for Dense Object Segmentation
作者：Xinlei Chen, Ross Girshick, Kaiming He, and Piotr Dollár
论文链接：https://arxiv.org/abs/1903.12174
40.COCO-GAN: Generation by Parts via Conditional Coordinating(Oral)
作者：Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
论文链接：https://arxiv.org/abs/1904.00284
Github链接：https://github.com/hubert0527/COCO-GAN
项目链接：https://hubert0527.github.io/COCO-GAN/
39.SlowFast Networks for Video Recognition(Oral)
作者：Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik, and Kaiming He
论文链接：https://arxiv.org/abs/1812.03982
38.Exploring Randomly Wired Neural Networks for Image Recognition(Oral)
作者：Saining Xie, Alexander Kirillov, Ross Girshick, and Kaiming He
论文链接：https://arxiv.org/abs/1904.01569
37.FCOS: Fully Convolutional One-Stage Object Detectio
作者：Zhi Tian, Chunhua Shen, Hao Chen, Tong He
论文链接：https://arxiv.org/abs/1904.01355
Github链接：https://github.com/tianzhi0549/FCOS/
论文解读：
https://mp.weixin.qq.com/s/N93TrVnUuvAgfcoHXevTHw
36.3D Point Cloud Learning for Large-scale Environment Analysis and Place Recognition
作者：Zhe Liu, Shunbo Zhou, Chuanzhe Suo, Yingtian Liu, Hesheng Wang, Yun-Hui Liu
论文链接：https://arxiv.org/abs/1812.07050
35.Selectivity or Invariance: Boundary-aware Salient Object Detection
作者：Jinming Su, Jia Li1, Yu Zhang, Changqun Xia and Yonghong Tian
论文链接：https://arxiv.org/pdf/1812.10066.pdf
34.Can GCNs Go as Deep as CNNs?
作者：Guohao Li, Matthias Müller, Ali Thabet, Bernard Ghanem
论文链接：https://arxiv.org/abs/1904.03751
GitHub：https://github.com/lightaime/deep_gcns
33.Joint Monocular 3D Detection and Tracking
作者：Hou-Ning Hu, Qizhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Krähenbühl, Trevor Darrell, Fisher Yu
论文链接：https://arxiv.org/abs/1811.10742
项目链接：https://eborboihuc.github.io/Mono-3DT/?fbclid=IwAR1maTNHE5z-vEwAJKIcNEpbMWwBcjWJQ0gEHOwHB-u51w5dfeiZNCh0y-U
GitHub：https://github.com/ucbdrive/3d-vehicle-tracking
32.Point-to-Point Video Generation
作者：Tsun-Hsuan Wang, Yen-Chi Cheng, Chieh Hubert Lin, Hwann-Tzong Chen, Min Sun
论文链接：https://arxiv.org/abs/1904.02912
项目链接：https://zswang666.github.io/P2PVG-Project-Page/?fbclid=IwAR1Cr-T54keo5zzaWLQuYNQMcPoKzXGr6-YrTDoauW6Hb5bOSwgluZQ3fIE
31.Creativity Inspired Zero-Shot Learning
作者：Mohamed Elhoseiny, Mohamed Elfeki
论文链接：https://arxiv.org/abs/1904.01109
30.HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
作者：Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic
论文链接：https://arxiv.org/abs/1906.03327
29.Correlation Congruence for Knowledge Distillation
作者：Baoyun Peng, Xiao Jin, Jiaheng Liu, Shunfeng Zhou, Yichao Wu, Yu Liu, Dongsheng Li, Zhaoning Zhang
论文链接：https://arxiv.org/abs/1904.018029
28.VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
作者：Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang
论文链接：https://arxiv.org/abs/1904.03493
项目链接：http://vatex.org/main/index.html
论文解读：https://mp.weixin.qq.com/s/bOpKXshitpQ1YKE53WUPEw
27.Episodic Training for Domain Generalization
作者：Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy M. Hospedales
论文链接：https://arxiv.org/abs/1902.00113
26.Exploring the Limitations of Behavior Cloning for Autonomous Driving
作者：Felipe Codevilla, Eder Santana, Antonio M. López, Adrien Gaidon
论文链接：https://arxiv.org/abs/1904.08980
Github链接：https://github.com/felipecode/coiltraine/blob/master/docs/exploring_limitations.md
25.GarNet: A Two-stream Network for Fast and Accurate 3D Cloth Draping
作者：Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua
论文链接：https://arxiv.org/abs/1811.10983v2
项目链接：https://cvlab.epfl.ch/research/garment-simulation/garnet/
24.Tex2Shape: Detailed Full Human Body Geometry from a Single Image
作者：Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor
论文链接：https://arxiv.org/abs/1904.08645
Github链接：https://github.com/thmoa/tex2shape
23.Semi-supervised Domain Adaptation via Minimax Entropy
作者：Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko
论文链接：https://arxiv.org/abs/1904.06487
22.xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera
作者：Denis Tome, Patrick Peluse, Lourdes Agapito, Hernan Badino
论文链接：https://arxiv.org/abs/1907.10045
21.Canonical Surface Mapping via Geometric Cycle Consistency
作者：Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani
论文链接：https://arxiv.org/abs/1907.10043
项目链接：https://nileshkulkarni.github.io/csm/
20.Incremental Class Discovery for Semantic Segmentation with RGBD Sensing
作者：Yoshikatsu Nakajima, Byeongkeun Kang, Hideo Saito, Kris Kitani
论文链接：https://arxiv.org/abs/1907.10008
19.U4D: Unsupervised 4D Dynamic Scene Understanding
作者：Armin Mustafa, Chris Russell, Adrian Hilton
论文链接：https://arxiv.org/abs/1907.09905
18.BMN: Boundary-Matching Network for Temporal Action Proposal Generation
作者：Tianwei Lin, Xiao Liu, Xin Li, Errui Ding, Shilei Wen
论文链接：https://arxiv.org/abs/1907.09702
17.Similarity-Preserving Knowledge Distillation
作者：Frederick Tung, Greg Mori
论文链接：https://arxiv.org/abs/1907.09682
16.GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition
作者：Fangneng Zhan, Chuhui Xue, Shijian Lu
论文链接：https://arxiv.org/abs/1907.09653
15.Deep SR-ITM: Joint Learning of Super-resolution and Inverse Tone-Mapping for 4K UHD HDR Applications(Oral)
作者：Soo Ye Kim, Jihyong Oh, Munchurl Kim
论文链接：https://arxiv.org/abs/1904.11176
14.Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN
作者：Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston Hsu
论文链接：https://arxiv.org/abs/1904.10247
Github链接：https://github.com/amjltc295/Free-Form-Video-Inpainting
13.Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction
作者：Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
论文链接：https://arxiv.org/pdf/1811.09845.pdf
12.Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers
作者：Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde
论文链接：https://arxiv.org/abs/1904.08489
11.What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
作者：Antonino Furnari, Giovanni Maria Farinella
项目链接：https://iplab.dmi.unict.it/rulstm/
论文链接：https://arxiv.org/pdf/1905.09035.pdf
GitHub：https://github.com/antoninofurnari/rulstm
10.Meta-Sim Learning to Generate Synthetic Datasets (Oral)
作者：Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
项目链接：https://nv-tlabs.github.io/meta-sim/
论文链接：https://arxiv.org/abs/1904.11621
9.nocaps: novel object captioning at scale
作者：Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson
项目链接：https://nocaps.org
论文链接：https://arxiv.org/abs/1812.08658
8.ThunderNet: Towards Real-time Generic Object Detection(目标检测，国防科大&旷视科技）
作者：Zheng Qin, Zeming Li, Zhaoning Zhang, Yiping Bao, Gang Yu, Yuxing Peng, Jian Sun
论文链接：https://arxiv.org/abs/1903.11752
论文解读：http://bbs.cvmart.net/articles/361
7.MemorizingNormality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) forUnsupervised Anomaly Detection
作者：Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel
项目链接：https://donggong1.github.io/anomdec-memae.html
论文链接：https://arxiv.org/abs/1904.02639
GitHub：https://github.com/donggong1/memae-anomaly-detection
6.Scene GraphPrediction with Limited Labels
作者：Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei
论文链接：https://arxiv.org/abs/1904.11622
5.Deep Hough Voting for 3D Object Detection in Point Clouds（Oral）
作者：Charles R. Qi, Or Litany, Kaiming He, Leonidas J. Guibas
论文链接：https://arxiv.org/abs/1904.09664
4.Variational Adversarial Active Learning（Oral）
作者：Samarth Sinha, Sayna Ebrahimi, Trevor Darrell
论文链接：https://arxiv.org/abs/1904.00370
3.Ego-Pose Estimation and Forecasting as Real-Time PD Control
作者：Ye Yuan, Kris Kitani
论文链接：https://arxiv.org/abs/1906.03173
2.The Trajectron: Probabilistic Multi-Agent Trajectory Modeling withDynamic Spatiotemporal Graphs
作者：Boris Ivanovic, Marco Pavone
论文链接：https://arxiv.org/abs/1810.05993
1.End-to-End Learning of Representations for Asynchronous Event-BasedData
作者：Daniel Gehrig, Antonio Loquercio, Konstantinos G. Derpanis, Davide Scaramuzza
论文链接：https://arxiv.org/abs/1904.08245