出品 | 深度学习这件小事
[1] Weakly-supervised 3D Shape Completion in the Wild
作者 | Jiayuan Gu, Wei-Chiu Ma, Sivabalan Manivasagam, Wenyuan Zeng, Zihao Wang, Yuwen Xiong, Hao Su, Raquel Urtasun
链接 | https://arxiv.org/abs/2008.09110
备注 | Accepted by ECCV 2020
[2] Generative View Synthesis: From Single-view Semantics to Novel-view Images
作者 | Tewodros Habtegebrial, Varun Jampani, Orazio Gallo, Didier Stricker
链接 | https://arxiv.org/abs/2008.09106
[3] Location-aware Graph Convolutional Networks for Video Question Answering
作者 | Deng Huang, Peihao Chen, Runhao Zeng, Qing Du, Mingkui Tan, Chuang Gan
链接 | https://arxiv.org/abs/2008.09105
[4] A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises
作者 | S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
链接 | https://arxiv.org/abs/2008.09104
[5] A Plug-and-play Scheme to Adapt Image Saliency Deep Model for Video Data
作者 | Yunxiao Li, Shuai Li, Chenglizhao Chen, Aimin Hao, Hong Qin
链接 | https://arxiv.org/abs/2008.09103
备注 | this paper is currently in peer review in IEEE TCSVT
[6] Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation
作者 | Jeevan Devaranjan, Amlan Kar, Sanja Fidler
链接 | https://arxiv.org/abs/2008.09092
[7] DeepGMR: Learning Latent Gaussian Mixture Models for Registration
作者 | Wentao Yuan, Ben Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz
链接 | https://arxiv.org/abs/2008.09088
[8] Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks
作者 | Muhammad Sabih, Frank Hannig, Juergen Teich
链接 | https://arxiv.org/abs/2008.09072
[9] Monocular Expressive Body Regression through Body-Driven Attention
作者 | Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, Michael J. Black
链接 | https://arxiv.org/abs/2008.09062
项目链接 | https://expose.is.tue.mpg.de/
备注 | Accepted in ECCV'20.
[10] Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose
作者 | Hongsuk Choi, Gyeongsik Moon, Kyoung Mu Lee
链接 | https://arxiv.org/abs/2008.09047
备注 | Published at ECCV 2020
[11] Accuracy and Performance Comparison of Video Action Recognition Approaches
作者 | Matthew Hutchinson, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Micheal Houle, Matthew Hubbell, Micheal Jones, Jeremy Kepner, Andrew Kirby, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Albert Reuther, Charles Yee, Vijay Gadepally
链接 | https://arxiv.org/abs/2008.09037
备注 | Accepted for publication at IEEE HPEC 2020
[12] Object Properties Inferring from and Transfer for Human Interaction Motions
作者 | Qian Zheng, Weikai Wu, Hanting Pan, Niloy Mitra, Daniel Cohen-Or, Hui Huang
链接 | https://arxiv.org/abs/2008.08999
[13] Generating Adjacency Matrix for Video-Query based Video Moment Retrieval
作者 | Yuan Zhou, Mingfei Wang, Ruolin Wang, Shuwei Huo
链接 | https://arxiv.org/abs/2008.08977
[14] Improving Text to Image Generation using Mode-seeking Function
作者 | Naitik Bhise, Zhenfei Zhang, Tien D. Bui
链接 | https://arxiv.org/abs/2008.08976
[15] ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data
作者 | Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen
链接 | https://arxiv.org/abs/2008.08974
[16] Investigating the Effect of Intraclass Variability in Temporal Ensembling
作者 | Siddharth Vohra, Manikandan Ravikiran
链接 | https://arxiv.org/abs/2008.08956
[17] Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks
作者 | Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
链接 | https://arxiv.org/abs/2008.08946
[18] Localizing Anomalies from Weakly-Labeled Videos
作者 | Hui Lv, Chuanwei Zhou, Chunyan Xu, Zhen Cui, Jian Yang
链接 | https://arxiv.org/abs/2008.08944
[19] Co-Saliency Detection with Co-Attention Fully Convolutional Network
作者 | Guangshuai Gao, Wenting Zhao, Qingjie Liu, Yunhong Wang
链接 | https://arxiv.org/abs/2008.08909
[20] Document Visual Question Answering Challenge 2020
作者 | Minesh Mathew, Ruben Tito, Dimosthenis Karatzas, R. Manmatha, C.V. Jawahar
链接 | https://arxiv.org/abs/2008.08899
备注 | to be published as a short paper in DAS 2020
[21] Line detection via a lightweight CNN with a Hough Layer
作者 | Lev Teplyakov, Kirill Kaymakov, Evgeny Shvets, Dmitry Nikolaev
链接 | https://arxiv.org/abs/2008.08884
[22] PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time
作者 | Soshi Shimada, Vladislav Golyanik, Weipeng Xu, Christian Theobalt
链接 | https://arxiv.org/abs/2008.08880
[23] Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer
作者 | Xinhui Song, Tianyang Shi, Zunlei Feng, Mingli Song, Jackie Lin, Chuanjie Lin, Changjie Fan, Yi Yuan
链接 | https://arxiv.org/abs/2008.08862
[24] Yet Another Intermediate-Level Attack
作者 | Qizhang Li, Yiwen Guo, Hao Chen
链接 | https://arxiv.org/abs/2008.08847
备注 | Accepted by ECCV 2020
[25] Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking
作者 | ShiJie Sun, Naveed Akhtar, XiangYu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah
链接 | https://arxiv.org/abs/2008.08826
备注 | accepted by the ECCCV 2020
[26] DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss
作者 | Georgios Albanis, Nikolaos Zioulis, Anastasios Dimou, Dimitrios Zarpalas, Petrod Daras
链接 | https://arxiv.org/abs/2008.08823
备注 | Accepted in ECCVW 2020
[27] Grasping Detection Network with Uncertainty Estimation for Confidence-Driven Semi-Supervised Domain Adaptation
作者 | Haiyue Zhu, Yiting Li, Fengjun Bai, Wenjie Chen, Xiaocong Li, Jun Ma, Chek Sing Teo, Pey Yuen Tao, Wei Lin
链接 | https://arxiv.org/abs/2008.08817
备注 | accepted in IROS 2020
[28] Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images
作者 | Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
链接 | https://arxiv.org/abs/2008.08775
[29] Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations
作者 | Prarthana Bhattacharyya, Krzysztof Czarnecki
链接 | https://arxiv.org/abs/2008.08766
备注 | Accepted at ECCV 2020 Workshop on Perception for Autonomous Driving
[30] iCaps: An Interpretable Classifier via Disentangled Capsule Networks
作者 | Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon
链接 | https://arxiv.org/abs/2008.08756
[31] Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions
作者 | Shuangjun Liu, Xiaofei Huang, Nihang Fu, Cheng Li, Zhongnan Su, Sarah Ostadabbas
链接 | https://arxiv.org/abs/2008.08735
[32] Text-based Localization of Moments in a Video Corpus
作者 | Sudipta Paul, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury
链接 | https://arxiv.org/abs/2008.08716
[33] Hidden Footprints: Learning Contextual Walkability from 3D Human Trails
作者 | Jin Sun, Hadar Averbuch-Elor, Qianqian Wang, Noah Snavely
链接 | https://arxiv.org/abs/2008.08701
备注 | European Conference on Computer Vision (ECCV) 2020
[34] Image Segmentation of Zona-Ablated Human Blastocysts
作者 | Md Yousuf Harun, M Arifur Rahman, Joshua Mellinger, Willy Chang, Thomas Huang, Brienne Walker, Kristen Hori, Aaron T. Ohta
链接 | https://arxiv.org/abs/2008.08673
[35] RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces
作者 | Guangyi Zhang, Ali Etemad
链接 | https://arxiv.org/abs/2008.08633
[36] On Qualitative Shape Inferences: a journey from geometry to topology
链接 | https://arxiv.org/abs/2008.08622
[37] Direct Adversarial Training for GANs
链接 | https://arxiv.org/abs/2008.09041
[38] β-Variational Classifiers Under Attack
作者 | Marco Maggipinto, Matteo Terzi, Gian Antonio Susto
链接 | https://arxiv.org/abs/2008.09010
[39] Regularization And Normalization For Generative Adversarial Networks: A Review
作者 | Ziqiang Li, Rentuo Tao, Bin Li
链接 | https://arxiv.org/abs/2008.08930
[40] Does MAML really want feature reuse only?
作者 | Jaehoon Oh, Hyungjun Yoo, ChangHwan Kim, Se-Young Yun
链接 | https://arxiv.org/abs/2008.08882
[41] Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis
作者 | Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan
链接 | https://arxiv.org/abs/2008.08871
[42] Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior
作者 | Max-Heinrich Laves, Malte Tölle, Tobias Ortmaier
链接 | https://arxiv.org/abs/2008.08837
备注 | Accepted at UNSURE workshop (MICCAI 2020)
[43] Facial movement synergies and Action Unit detection from distal wearable Electromyography and Computer Vision
作者 | Monica Perusquia-Hernandez, Felix Dollack, Chun Kwang Tan, Shushi Namba, Saho Ayabe-Kanamura, Kenji Suzuki
链接 | https://arxiv.org/abs/2008.08791
[44] Single Image Super-Resolution via a Holistic Attention Network
作者 | Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen
链接 | https://arxiv.org/abs/2008.08767
备注 | 16 pages, 6 figures, IEEE International Conference on Computer Vision
[45] iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry
作者 | Wanyi Fu, Shobhit Sharma, Ehsan Abadi, Alexandros-Stavros Iliopoulos, Qi Wang, Joseph Y. Lo, Xiaobai Sun, William P. Segars, Ehsan Samei
链接 | https://arxiv.org/abs/2008.08730
备注 | Supplement material: 7 pages, 5 figures, 7 tables
[46] Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
作者 | Jianbo Jiao, Ana I.L. Namburete, Aris T. Papageorghiou, J. Alison Noble
链接 | https://arxiv.org/abs/2008.08698
备注 | IEEE Transactions on Medical Imaging 2020
[47] Inner Cell Mass and Trophectoderm Segmentation in Human Blastocyst Images using Deep Neural Network
作者 | Md Yousuf Harun, Thomas Huang, Aaron T. Ohta
链接 | https://arxiv.org/abs/2008.08676
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