出品 | 深度學習這件小事公眾號
[1] Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector作者 | Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang連結 | https://arxiv.org/abs/2008.08574 項目連接 | https://chengchunhsu.github.io/EveryPixelMatters/備註 | Accepted in ECCV'20. [2] Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification作者 | Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Hairong Qi連結 | https://arxiv.org/abs/2008.08563 [3] No-reference Quality Assessment with Unsupervised Domain Adaptation作者 | Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang連結 | https://arxiv.org/abs/2008.08561 [4] STAR: Sparse Trained Articulated Human Body Regressor作者 | Ahmed A. A. Osman, Timo Bolkart, Michael J. Black連結 | https://arxiv.org/abs/2008.08535 [5] Black Re-ID: A Head-shoulder Descriptor for the Challenging Problem of Person Re-Identification作者 | Boqiang Xu, Lingxiao He, Xingyu Liao, Wu Liu, Zhenan Sun, Tao Mei連結 | https://arxiv.org/abs/2008.08528 [6] Scene Text Detection with Selected Anchor作者 | Anna Zhu, Hang Du, Shengwu Xiong連結 | https://arxiv.org/abs/2008.08523 [7] Learning Trailer Moments in Full-Length Movies作者 | Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas連結 | https://arxiv.org/abs/2008.08502 備註 | Accepted by ECCV2020[8] Human Body Model Fitting by Learned Gradient Descent作者 | Jie Song, Xu Chen, Otmar Hilliges連結 | https://arxiv.org/abs/2008.08474 備註 | First two authors contributed equally to this work[9] Cross-Domain Identification for Thermal-to-Visible Face Recognition作者 | Cedric Nimpa Fondje, Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan連結 | https://arxiv.org/abs/2008.08473 [10] CosyPose: Consistent multi-view multi-object 6D pose estimation作者 | Yann Labbé, Justin Carpentier, Mathieu Aubry, Josef Sivic連結 | https://arxiv.org/abs/2008.08465 [11] MineNav: An Expandable Synthetic Dataset Based on Minecraft for Aircraft Visual Navigation連結 | https://arxiv.org/abs/2008.08454 [12] SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras作者 | Asif Shahriyar Sushmit, Partho Ghosh, Md.Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan連結 | https://arxiv.org/abs/2008.08452 [13] Deep Neural Networks for automatic extraction of features in time series satellite images作者 | Gael Kamdem De Teyou, Yuliya Tarabalka, Isabelle Manighetti, Rafael Almar, Sebastien Tripod連結 | https://arxiv.org/abs/2008.08432 [14] AutoSimulate: (Quickly) Learning Synthetic Data Generation作者 | Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet連結 | https://arxiv.org/abs/2008.08424 [15] Anchor-free Small-scale Multispectral Pedestrian Detection作者 | Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen連結 | https://arxiv.org/abs/2008.08418 [16] Graudally Applying Weakly Supervised and Active Learning for Mass Detection in Breast Ultrasound Images作者 | JooYeol Yun, JungWoo Oh, IlDong Yun連結 | https://arxiv.org/abs/2008.08416 [17] Instance-Aware Graph Convolutional Network for Multi-Label Classification作者 | Yun Wang, Tong Zhang, Zhen Cui, Chunyan Xu, Jian Yang連結 | https://arxiv.org/abs/2008.08407 [18] Robust RGB-based 6-DoF Pose Estimation without Real Pose Annotations作者 | Zhigang Li, Yinlin Hu, Mathieu Salzmann, Xiangyang Ji連結 | https://arxiv.org/abs/2008.08391 [19] Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation作者 | Artjoms Gorpincenko, Geoffrey French, Michal Mackiewicz連結 | https://arxiv.org/abs/2008.08369 備註 | Submitted to the EI conference[20] Query Twice: Dual Mixture Attention Meta Learning for Video Summarization作者 | Junyan Wang, Yang Bai, Yang Long, Bingzhang Hu, Zhenhua Chai, Yu Guan, Xiaolin Wei連結 | https://arxiv.org/abs/2008.08360 備註 | This manuscript has been accepted at ACM MM 2020[21] Deep Volumetric Ambient Occlusion作者 | Dominik Engel, Timo Ropinski連結 | https://arxiv.org/abs/2008.08345 備註 | IEEE VIS SciVis 2020[22] Towards Class-incremental Object Detection with Nearest Mean of Exemplars作者 | Sheng Ren, Yan He, Neal N. Xiong, Kehua Guo連結 | https://arxiv.org/abs/2008.08336 [23] CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization作者 | Yuxi Li, Weiyao Lin, John See, Ning Xu, Shugong Xu, Ke Yan, Cong Yang連結 | https://arxiv.org/abs/2008.08332 備註 | 7 figures, 3 tables; ECCV2020[24] FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration作者 | Yu Rong, Takaaki Shiratori, Hanbyul Joo連結 | https://arxiv.org/abs/2008.08324 項目連接 | https://penincillin.github.io/frank_mocap[25] Towards Lightweight Lane Detection by Optimizing Spatial Embedding作者 | Seokwoo Jung, Sungha Choi, Mohammad Azam Khan, Jaegul Choo連結 | https://arxiv.org/abs/2008.08311 備註 | Accepted in ECCV2020 Workshop on Perception for Autonomous Driving[26] Deep Relighting Networks for Image Light Source Manipulation作者 | Li-Wen Wang, Wan-Chi Siu, Zhi-Song Liu, Chu-Tak Li, Daniel P.K. Lun連結 | https://arxiv.org/abs/2008.08298 備註 | The 2020 European Conference on Computer Vision[27] TNT: Target-driveN Trajectory Prediction作者 | Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov連結 | https://arxiv.org/abs/2008.08294 [28] Attribute Prototype Network for Zero-Shot Learning作者 | Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata連結 | https://arxiv.org/abs/2008.08290 [29] Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks作者 | Xu Qian, Victor Li, Crews Darren連結 | https://arxiv.org/abs/2008.08284 [30] CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection作者 | Shengnan Hu, Yang Zhang, Sumit Laha, Ankit Sharma, Hassan Foroosh連結 | https://arxiv.org/abs/2008.08281 [31] Learning Connectivity of Neural Networks from a Topological Perspective作者 | Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan連結 | https://arxiv.org/abs/2008.08261 備註 | 17 pages, 5 figures, to be published in ECCV2020[32] Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos作者 | Zhu Zhang, Zhijie Lin, Zhou Zhao, Jieming Zhu, Xiuqiang He連結 | https://arxiv.org/abs/2008.08257 [33] A Color Elastica Model for Vector-Valued Image Regularization作者 | Hao Liu, Xue-Cheng Tai, Ron Kimmel, Roland Glowinski連結 | https://arxiv.org/abs/2008.08255 [34] Face Anti-Spoofing Via Disentangled Representation Learning作者 | Ke-Yue Zhang, Taiping Yao, Jian Zhang, Ying Tai, Shouhong Ding, Jilin Li, Feiyue Huang, Haichuan Song, Lizhuang Ma連結 | https://arxiv.org/abs/2008.08250 備註 | To appear in ECCV 2020[35] Weakly Supervised Learning with Region and Box-level Annotations for Salient Instance Segmentation作者 | Jialun Pei, He Tang, Chuanbo Chen連結 | https://arxiv.org/abs/2008.08246 [36] Open Source Iris Recognition Hardware and Software with Presentation Attack Detection作者 | Zhaoyuan Fang, Adam Czajka連結 | https://arxiv.org/abs/2008.08220 備註 | Accepted to IJCB 2020[37] Stereo Plane SLAM Based on Intersecting Lines作者 | Xiaoyu Zhang, Wei Wang, Xianyu Qi, Ziwei Liao連結 | https://arxiv.org/abs/2008.08218 [38] DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling作者 | Gyeongsik Moon, Takaaki Shiratori, Kyoung Mu Lee連結 | https://arxiv.org/abs/2008.08213 備註 | Published at ECCV 2020 (Oral)[39] PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data作者 | Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris Metaxas連結 | https://arxiv.org/abs/2008.08194 [40] Learning Tuple Compatibility for Conditional OutfitRecommendation作者 | Xuewen Yang, Dongliang Xie, Xin Wang, Jiangbo Yuan, Wanying Ding, Pengyun Yan連結 | https://arxiv.org/abs/2008.08189 [41] Discovering Multi-Hardware Mobile Models via Architecture Search作者 | Grace Chu, Okan Arikan, Gabriel Bender, Weijun Wang, Achille Brighton, Pieter-Jan Kindermans, Hanxiao Liu, Berkin Akin, Suyog Gupta, Andrew Howard連結 | https://arxiv.org/abs/2008.08178 [42] Uncertainty-aware Self-supervised 3D Data Association作者 | Jianren Wang, Siddharth Ancha, Yi-Ting Chen, David Held連結 | https://arxiv.org/abs/2008.08173 [43] Learning to Generate Diverse Dance Motions with Transformer作者 | Jiaman Li, Yihang Yin, Hang Chu, Yi Zhou, Tingwu Wang, Sanja Fidler, Hao Li連結 | https://arxiv.org/abs/2008.08171 [44] Robust Handwriting Recognition with Limited and Noisy Data作者 | Hai Pham, Amrith Setlur, Saket Dingliwal, Tzu-Hsiang Lin, Barnabas Poczos, Kang Huang, Zhuo Li, Jae Lim, Collin McCormack, Tam Vu連結 | https://arxiv.org/abs/2008.08148 [45] Category Level Object Pose Estimation via Neural Analysis-by-Synthesis作者 | Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges連結 | https://arxiv.org/abs/2008.08145 [46] How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language作者 | Amanda Duarte, Shruti Palaskar, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giro-i-Nieto連結 | https://arxiv.org/abs/2008.08143 備註 | Presented as an extended abstract at the Sign Language Recognition, Translation & Production workshop (SLRTP) at European Conference on Computer Vision 2020[47] DeepLiDARFlow: A Deep Learning Architecture For Scene Flow Estimation Using Monocular Camera and Sparse LiDAR作者 | Rishav, Ramy Battrawy, René Schuster, Oliver Wasenmüller, Didier Stricker連結 | https://arxiv.org/abs/2008.08136 備註 | This paper is accepted to IROS2020[48] TIDE: A General Toolbox for Identifying Object Detection Errors作者 | Daniel Bolya, Sean Foley, James Hays, Judy Hoffman連結 | https://arxiv.org/abs/2008.08115 備註 | ECCV 2020 Spotlight Paper[49] Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models作者 | Tanishq Abraham, Andrew Shaw, Daniel O'Connor, Austin Todd, Richard Levenson連結 | https://arxiv.org/abs/2008.08579 備註 | 4 pages plus 1 page references. Presented at the ICML Computational Biology Workshop 2020[50] Blur-Attention: A boosting mechanism for non-uniform blurred image restoration作者 | Xiaoguang Li, Feifan Yang, Kin Man Lam, Li Zhuo, Jiafeng Li連結 | https://arxiv.org/abs/2008.08526 [51] "Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT作者 | Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole連結 | https://arxiv.org/abs/2008.08525 備註 | 15 pages, 4 figures. This paper has been submitted to the Journal of Digital Imaging (Springer Journal) and it is now in review[52] Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images作者 | Saul Calderon-Ramirez, Shengxiang-Yang, Armaghan Moemeni, David Elizondo, Simon Colreavy-Donnelly, Luis Fernando Chavarria-Estrada, Miguel A. Molina-Cabello連結 | https://arxiv.org/abs/2008.08496 備註 | Under journal review[53] Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment作者 | Qingjie Meng, Daniel Rueckert, Bernhard Kainz連結 | https://arxiv.org/abs/2008.08433 [54] Improving Blind Spot Denoising for Microscopy作者 | Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull連結 | https://arxiv.org/abs/2008.08414 [55] Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training作者 | Alfred Laugros, Alice Caplier, Matthieu Ospici連結 | https://arxiv.org/abs/2008.08384 [56] DONet: Dual Objective Networks for Skin Lesion Segmentation作者 | Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang連結 | https://arxiv.org/abs/2008.08278 [57] Spatio-temporal relationships between rainfall and convective clouds during Indian Monsoon through a discrete lens作者 | Arjun Sharma, Adway Mitra, Vishal Vasan, Rama Govindarajan連結 | https://arxiv.org/abs/2008.08251 備註 | 20 pages, 13 figures, 5 tables. Abstract slightly modified from the accepted version at International Journal of Climatology[58] Enhanced MRI Reconstruction Network using Neural Architecture Search作者 | Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris Metaxas連結 | https://arxiv.org/abs/2008.08248 備註 | 10 pages. Code will be released soon[59] LIRA: Lifelong Image Restoration from Unknown Blended Distortions作者 | Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen連結 | https://arxiv.org/abs/2008.08242 [60] Prevalence of Neural Collapse during the terminal phase of deep learning training作者 | Vardan Papyan, X.Y. Han, David L. Donoho連結 | https://arxiv.org/abs/2008.08186 [61] Accelerated Zeroth-Order Momentum Methods from Mini to Minimax Optimization作者 | Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang連結 | https://arxiv.org/abs/2008.08170