計算機視覺(4月7日更新版)
[1] DualSDF: Semantic Shape Manipulation using a Two-Level Representation作者 | Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie連結 | https://arxiv.org/pdf/2004.02869 備註 | Published in CVPR 2020[2] Rethinking Spatially-Adaptive Normalization作者 | Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Nenghai Yu連結 | https://arxiv.org/pdf/2004.02867 [3] There and Back Again: Revisiting Backpropagation Saliency Methods作者 | Sylvestre-Alvise Rebuffi, Ruth Fong, Xu Ji, Andrea Vedaldi連結 | https://arxiv.org/pdf/2004.02866 [4] Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments作者 | Jacob Krantz, Erik Wijmans, Arjun Majumdar, Dhruv Batra, Stefan Lee連結 | https://arxiv.org/pdf/2004.02857 [5] Optical Flow Estimation in the Deep Learning Age作者 | Junhwa Hur, Stefan Roth連結 | https://arxiv.org/pdf/2004.02853 備註 | To appear as a book chapter in Modelling Human Motion, N. Noceti, A. Sciutti and F. Rea, Eds., Springer, 2020[6] LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data作者 | Madhumitha Harishankar, Jun Han, Sai Vineeth Kalluru Srinivas, Faisal Alqarni, Shi Su, Shijia Pan, Hae Young Noh, Pei Zhang, Marco Gruteser, Patrick Tague連結 | https://arxiv.org/pdf/2004.02822 [7] Computer Vision and Abnormal Patient Gait Assessment a Comparison of Machine Learning Models作者 | Jasmin Hundall, Benson A. Babu連結 | https://arxiv.org/pdf/2004.02810 [8] DAISI: Database for AI Surgical Instruction作者 | Edgar Rojas-Muñoz, Kyle Couperus, Juan Wachs連結 | https://arxiv.org/pdf/2004.02809 [9] High-Dimensional Data Set Simplification by Laplace-Beltrami Operator作者 | Chenkai Xu, Hongwei Lin連結 | https://arxiv.org/pdf/2004.02808 [10] A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects作者 | Zewen Li, Wenjie Yang, Shouheng Peng, Fan Liu連結 | https://arxiv.org/pdf/2004.02806 [11] Mapping individual differences in cortical architecture using multi-view representation learning作者 | Akrem Sellami (QARMA, LIS, INT), François-Xavier Dupé (QARMA, LIS), Bastien Cagna (INT), Hachem Kadri (QARMA, LIS), Stéphane Ayache (QARMA, LIS), Thierry Artières (QARMA, LIS, ECM), Sylvain Takerkart (INT)連結 | https://arxiv.org/pdf/2004.02804 備註 | IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow, United Kingdom[12] Deformable 3D Convolution for Video Super-Resolution作者 | Xinyi Ying, Longguang Wang, Yingqian Wang, Weidong Sheng, Wei An, Yulan Guo連結 | https://arxiv.org/pdf/2004.02803 [13] Self-Supervised Scene De-occlusion作者 | Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin, Chen Change Loy連結 | https://arxiv.org/pdf/2004.02788 項目連結 | https://xiaohangzhan.github.io/projects/deocclusion備註 | Accepted to CVPR 2020 as oral. [14] The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices作者 | S.V. Aruna Kumar, Ehsan Yaghoubi, Abhijit Das, B.S. Harish, Hugo Proen莽a連結 | https://arxiv.org/pdf/2004.02782 [15] SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds作者 | Xinge Zhu, Yuexin Ma, Tai Wang, Yan Xu, Jianping Shi, Dahua Lin連結 | https://arxiv.org/pdf/2004.02774 [16] Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio作者 | Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian連結 | https://arxiv.org/pdf/2004.02767 [17] Guiding Monocular Depth Estimation Using Depth-Attention Volume作者 | Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkila連結 | https://arxiv.org/pdf/2004.02760 [18] Towards Detection of Sheep Onboard a UAV作者 | Farah Sarwar, Anthony Griffin, Saeed Ur Rehman, Timotius Pasang連結 | https://arxiv.org/pdf/2004.02758 備註 | This was accepted for publication and presentation at the Embedded AI for Real-time Machine Vision 2019 in conjunction with the British Machine Vision Conference (BMVC) 2019.[19] Efficient Deep Representation Learning by Adaptive Latent Space Sampling作者 | Yuanhan Mo, Shuo Wang, Chengliang Dai, Rui Zhou, Wenjia Bai, Yike Guo連結 | https://arxiv.org/pdf/2004.02757 [20] Detection and skeletonization of single neurons and tracer injections using topological methods作者 | Dingkang Wang, Lucas Magee, Bing-Xing Huo, Samik Banerjee, Xu Li, Jaikishan Jayakumar, Meng Kuan Lin, Keerthi Ram, Suyi Wang, Yusu Wang, Partha P. Mitra連結 | https://arxiv.org/pdf/2004.02755 [21] Temporally Coherent Embeddings for Self-Supervised Video Representation Learning作者 | Joshua Knights, Anthony Vanderkop, Daniel Ward, Olivia Mackenzie-Ross, Peyman Moghadam連結 | https://arxiv.org/pdf/2004.02753 [22] Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack作者 | Shreya Roy, Anirban Chakraborty連結 | https://arxiv.org/pdf/2004.02748 備註 | Submitting to ICPR2020[23] Eisen: a python package for solid deep learning連結 | https://arxiv.org/pdf/2004.02747 [24] Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds作者 | Tai Wang, Xinge Zhu, Dahua Lin連結 | https://arxiv.org/pdf/2004.02724 [25] A Morphable Face Albedo Model作者 | William A.P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua Tenenbaum, Bernhard Egger連結 | https://arxiv.org/pdf/2004.02711 [26] Sub-Instruction Aware Vision-and-Language Navigation作者 | Yicong Hong, Cristian Rodriguez-Opazo, Qi Wu, Stephen Gould連結 | https://arxiv.org/pdf/2004.02707 [27] COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images作者 | Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi連結 | https://arxiv.org/pdf/2004.02696 [28] Finding Your (3D) Center: 3D Object Detection Using a Learned Loss作者 | David Griffiths, Jan Boehm, Tobias Ritschel連結 | https://arxiv.org/pdf/2004.02693 [29] Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views作者 | Alessio Elmi, Davide Mazzini, Pietro Tortella連結 | https://arxiv.org/pdf/2004.02688 [30] Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition作者 | Hao Li, Xiaopeng Zhang, Hongkai Xiong, Qi Tian連結 | https://arxiv.org/pdf/2004.02684 [31] A Local-to-Global Approach to Multi-modal Movie Scene Segmentation作者 | Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin連結 | https://arxiv.org/pdf/2004.02678 備註 | Accepted to CVPR2020[32] Appearance Shock Grammar for Fast Medial Axis Extraction from Real Images作者 | Charles-Olivier Dufresne Camaro, Morteza Rezanejad, Stavros Tsogkas, Kaleem Siddiqi, Sven Dickinson連結 | https://arxiv.org/pdf/2004.02677 備註 | Accepted to CVPR 2020[33] SHOP-VRB: A Visual Reasoning Benchmark for Object Perception作者 | Michal Nazarczuk, Krystian Mikolajczyk連結 | https://arxiv.org/pdf/2004.02673 備註 | International Conference on Robotics and Automation (ICRA) 2020[34] Geometrically Principled Connections in Graph Neural Networks作者 | Shunwang Gong, Mehdi Bahri, Michael M. Bronstein, Stefanos Zafeiriou連結 | https://arxiv.org/pdf/2004.02658 備註 | Presented at Computer Vision and Pattern Recognition (CVPR), 2020[35] Fair Latency-Aware Metric for real-time video segmentation networks作者 | Evann Courdier, Francois Fleuret連結 | https://arxiv.org/pdf/2004.02574 [36] GANSpace: Discovering Interpretable GAN Controls作者 | Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, Sylvain Paris連結 | https://arxiv.org/pdf/2004.02546 [37] Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines作者 | Shasha Guo, Lianhua Qu, Lei Wang, Xulong Tang, Shuo Tian, Shiming Li, Weixia Xu連結 | https://arxiv.org/pdf/2004.02540 [38] Cascaded Deep Video Deblurring Using Temporal Sharpness Prior作者 | Jinshan Pan, Haoran Bai, Jinhui Tang連結 | https://arxiv.org/pdf/2004.02501 項目連結 | https://github.com/csbhr/CDVD-TSP[39] Image-based phenotyping of diverse Rice (Oryza Sativa L.) Genotypes作者 | Mukesh Kumar Vishal, Dipesh Tamboli, Abhijeet Patil, Rohit Saluja, Biplab Banerjee, Amit Sethi, Dhandapani Raju, Sudhir Kumar, R N Sahoo, Viswanathan Chinnusamy, J Adinarayana連結 | https://arxiv.org/pdf/2004.02498 備註 | Paper presented at the ICLR 2020 Workshop on Computer Vision for Agriculture (CV4A)[40] A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas作者 | Lukas Liebel, Kesnia Bittner, Marco Körner連結 | https://arxiv.org/pdf/2004.02493 備註 | This paper was accepted for publication in the ISPRS Journal of Photogrammetry and Remote Sensing[41] On-device Filtering of Social Media Images for Efficient Storage作者 | Dhruval Jain, DP Mohanty, Sanjeev Roy, Naresh Purre, Sukumar Moharana連結 | https://arxiv.org/pdf/2004.02489 [42] Vanishing Point Guided Natural Image Stitching作者 | Kai Chen, Jian Yao, Jingmin Tu, Yahui Liu, Yinxuan Li, Li Li連結 | https://arxiv.org/pdf/2004.02478 [43] Robust 3D Self-portraits in Seconds作者 | Zhe Li, Tao Yu, Chuanyu Pan, Zerong Zheng, Yebin Liu連結 | https://arxiv.org/pdf/2004.02460 [44] Class Anchor Clustering: a Distance-based Loss for Training Open Set Classifiers作者 | Dimity Miller, Niko Sünderhauf, Michael Milford, Feras Dayoub連結 | https://arxiv.org/pdf/2004.02434 [45] Deep Space-Time Video Upsampling Networks作者 | Jaeyeon Kang, Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim連結 | https://arxiv.org/pdf/2004.02432 [46] Detecting the Saliency of Remote Sensing Images Based on Sparse Representation of Contrast-weighted Atoms作者 | Zhou Huang, Huai-Xin Chen, Yun-Zhi Yang, Chang-Yin Wang, Bi-Yuan Liu連結 | https://arxiv.org/pdf/2004.02428 [47] AutoToon: Automatic Geometric Warping for Face Cartoon Generation作者 | Julia Gong (1), Yannick Hold-Geoffroy (2), Jingwan Lu (2) ((1) Stanford University, (2) Adobe Research)連結 | https://arxiv.org/pdf/2004.02377 備註 | Accepted and presented at WACV 2020; [48] Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics作者 | Simon Jenni, Hailin Jin, Paolo Favaro連結 | https://arxiv.org/pdf/2004.02331 [49] Hyper-spectral NIR and MIR data and optimal wavebands for detecting of apple trees diseases作者 | Dmitrii Shadrin (1), Mariia Pukalchik (1), Anastasia Uryasheva (2 and 3), Nikita Rodichenko (3), Dzmitry Tsetserukou (2) ((1) Center for Computational and Data-Intensive Science and Engineering, Skolkovo Institute of Science and Technology, (2) Space Center, Skolkovo Institute of Science and Technology, (3) Tsuru Robotics (tsapk llc.))連結 | https://arxiv.org/pdf/2004.02325 備註 | Paper presented at the ICLR 2020 Workshop on Computer Vision for Agriculture (CV4A)[50] EfficientPS: Efficient Panoptic Segmentation作者 | Rohit Mohan, Abhinav Valada連結 | https://arxiv.org/pdf/2004.02307 [51] Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Faces作者 | Wei Jing, Feng Tian, Jizhong Zhang, Kuo-Ming Chao, Zhenxin Hong, Xu Liu連結 | https://arxiv.org/pdf/2004.02234 [52] Structural-analogy from a Single Image Pair作者 | Sagie Benaim, Ron Mokady, Amit Bermano, Daniel Cohen-Or, Lior Wolf連結 | https://arxiv.org/pdf/2004.02222 [53] Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization作者 | Jing Jin, Junhui Hou, Jie Chen, Sam Kwong連結 | https://arxiv.org/pdf/2004.02215 備註 | This paper was accepted by CVPR 2020[54] Deep Multimodal Feature Encoding for Video Ordering作者 | Vivek Sharma, Makarand Tapaswi, Rainer Stiefelhagen連結 | https://arxiv.org/pdf/2004.02205 備註 | IEEE International Conference on Computer Vision (ICCV) Workshop on Large Scale Holistic Video Understanding. [55] Confident Coreset for Active Learning in Medical Image Analysis作者 | Seong Tae Kim, Farrukh Mushtaq, Nassir Navab連結 | https://arxiv.org/pdf/2004.02200 [56] Clustering based Contrastive Learning for Improving Face Representations作者 | Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen連結 | https://arxiv.org/pdf/2004.02195 備註 | To appear at IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2020[57] Iterative Context-Aware Graph Inference for Visual Dialog作者 | Dan Guo, Hui Wang, Hanwang Zhang, Zheng-Jun Zha, Meng Wang連結 | https://arxiv.org/pdf/2004.02194 [58] Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation作者 | Edoardo Remelli, Shangchen Han, Sina Honari, Pascal Fua, Robert Wang連結 | https://arxiv.org/pdf/2004.02186 備註 | Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2020[59] Comparative Analysis of Multiple Deep CNN Models for Waste Classification作者 | Dipesh Gyawali, Alok Regmi, Aatish Shakya, Ashish Gautam, Surendra Shrestha連結 | https://arxiv.org/pdf/2004.02168 [60] DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation作者 | Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang連結 | https://arxiv.org/pdf/2004.02164 [61] BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation作者 | Changqian Yu, Changxin Gao, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang連結 | https://arxiv.org/pdf/2004.02147 [62] Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching作者 | Pengpeng Liu, Irwin King, Michael Lyu, Jia Xu連結 | https://arxiv.org/pdf/2004.02138 備註 | Published at the Conference on Computer Vision and Pattern Recognition (CVPR 2020)[63] A Discriminator Improves Unconditional Text Generation without Updating the Generato作者 | Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xingyu Dai, Jiajun Chen連結 | https://arxiv.org/pdf/2004.02135 [64] Adversarial-Prediction Guided Multi-task Adaptation for Semantic Segmentation of Electron Microscopy Images作者 | Jiajin Yi, Zhimin Yuan, Jialin Peng連結 | https://arxiv.org/pdf/2004.02134 [65] Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting作者 | Qi Wang, Tao Han, Junyu Gao, Yuan Yuan連結 | https://arxiv.org/pdf/2004.02133 [66] Deep Homography Estimation for Dynamic Scenes作者 | Hoang Le, Feng Liu, Shu Zhang, Aseem Agarwala連結 | https://arxiv.org/pdf/2004.02132 [67] Anisotropic Convolutional Networks for 3D Semantic Scene Completion作者 | Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan連結 | https://arxiv.org/pdf/2004.02122 [68] Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking作者 | Shi Yin, Shangfei Wang, Xiaoping Chen, Enhong Chen連結 | https://arxiv.org/pdf/2004.02108 [69] Learning and Recognizing Archeological Features from LiDAR Data作者 | Conrad M Albrecht, Chris Fisher, Marcus Freitag, Hendrik F Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi連結 | https://arxiv.org/pdf/2004.02099 [70] Deeply Aligned Adaptation for Cross-domain Object Detection作者 | Minghao Fu, Zhenshan Xie, Wen Li, Lixin Duan連結 | https://arxiv.org/pdf/2004.02093 [71] Any-Shot Sequential Anomaly Detection in Surveillance Videos作者 | Keval Doshi, Yasin Yilmaz連結 | https://arxiv.org/pdf/2004.02072 備註 | Accepted to CVPR 2020: Workshop on Continual Learning in Computer Vision[72] ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition作者 | Qi Song, Qianyi Jiang, Nan Li, Rui Zhang, Xiaolin Wei連結 | https://arxiv.org/pdf/2004.02070 [73] gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity Priors作者 | Victor Fragoso, Joseph DeGol, Gang Hua連結 | https://arxiv.org/pdf/2004.02052 [74] ObjectNet Dataset: Reanalysis and Correction連結 | https://arxiv.org/pdf/2004.02042 [75] FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points作者 | Ahmed H. Shahin, Prateek Munjal, Ling Shao, Shadab Khan連結 | https://arxiv.org/pdf/2004.02038 [76] Optimization of Image Embeddings for Few Shot Learning作者 | Arvind Srinivasan, Aprameya Bharadwaj, Manasa Sathyan, S Natarajan連結 | https://arxiv.org/pdf/2004.02034 [77] It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction作者 | Karttikeya Mangalam, Harshayu Girase, Shreyas Agarwal, Kuan-Hui Lee, Ehsan Adeli, Jitendra Malik, Adrien Gaidon連結 | https://arxiv.org/pdf/2004.02025 [78] SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras作者 | Junwei Liang, Lu Jiang, Alexander Hauptmann連結 | https://arxiv.org/pdf/2004.02022 [79] Fine grained classification for multi-source land cover mapping作者 | Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaelle Gaetano連結 | https://arxiv.org/pdf/2004.01963 備註 | Paper presented at the ICLR 2020 Workshop on Computer Vision for Agriculture (CV4A)[80] Neural Architecture Search for Lightweight Non-Local Networks作者 | Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille連結 | https://arxiv.org/pdf/2004.01961 [81] Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning作者 | Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen連結 | https://arxiv.org/pdf/2004.01959 備註 | Accepted by CVPR2020[82] Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild作者 | Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael Bronstein, Stefanos Zafeiriou連結 | https://arxiv.org/pdf/2004.01946 備註 | Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020). [83] Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning作者 | Wending Yan, Aashish Sharma, Robby T. Tan連結 | https://arxiv.org/pdf/2004.01905 [84] Understanding (Non-)Robust Feature Disentanglement and the Relationship Between Low- and High-Dimensional Adversarial Attacks作者 | Zuowen Wang, Leo Horne連結 | https://arxiv.org/pdf/2004.01903 [85] A Simple Baseline for Multi-Object Tracking作者 | Yifu Zhan, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu連結 | https://arxiv.org/pdf/2004.01888 [86] Deblurring by Realistic Blurring作者 | Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Bjorn Stenger, Wei Liu, Hongdong Li連結 | https://arxiv.org/pdf/2004.01860 [87] Pixel Consensus Voting for Panoptic Segmentation作者 | Haochen Wang, Ruotian Luo, Michael Maire, Greg Shakhnarovich連結 | https://arxiv.org/pdf/2004.01849 [88] Multi-Variate Temporal GAN for Large Scale Video Generation作者 | Andres Muñoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox連結 | https://arxiv.org/pdf/2004.01823 [89] Group Based Deep Shared Feature Learning for Fine-grained Image Classification作者 | Xuelu Li, Vishal Monga連結 | https://arxiv.org/pdf/2004.01817 [90] TimeGate: Conditional Gating of Segments in Long-range Activities作者 | Noureldien Hussein, Mihir Jain, Babak Ehteshami Bejnordi連結 | https://arxiv.org/pdf/2004.01808 [91] Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval作者 | Tobias Weyand, Andre Araujo, Bingyi Cao, Jack Sim連結 | https://arxiv.org/pdf/2004.01804 備註 | CVPR20 camera-ready (oral)[92] SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation作者 | Chenfeng Xu, Bichen Wu, Zining Wang, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka連結 | https://arxiv.org/pdf/2004.01803 [93] Temporally Distributed Networks for Fast Video Segmentation作者 | Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi連結 | https://arxiv.org/pdf/2004.01800 項目連結 | https://github.com/feinanshan/TDNet[94] Self-Supervised Viewpoint Learning From Image Collections作者 | Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz連結 | https://arxiv.org/pdf/2004.01793 [95] Privacy-Preserving Eye Videos using Rubber Sheet Model作者 | Aayush K Chaudhary, Jeff B. Pelz連結 | https://arxiv.org/pdf/2004.01792 備註 | Will be published in ETRA 20 Short Papers, June 2-5, 2020, Stuttgart, Germany Copyright 2020 Association for Computing Machinery[96] Lossless Image Compression through Super-Resolution作者 | Sheng Cao, Chao-Yuan Wu, Philipp Krähenbühl連結 | https://arxiv.org/pdf/2004.02872 [97] Application of Structural Similarity Analysis of Visually Salient Areas and Hierarchical Clustering in the Screening of Similar Wireless Capsule Endoscopic Images作者 | Rui Nie (2), Huan Yang (1), Hejuan Peng (2), Wenbin Luo (2), Weiya Fan (2), Jie Zhang (2), Jing Liao (2), Fang Huang (2), Yufeng Xiao (1) ((1) Depatment of Gastroenterology, Second Affiliated Hospital, Army Medical University (Third Military Medical University), Chongqing, China. (2) Chongqing Jinshan Science & Technology (Group) Co., Ltd., Chongqing, China.)連結 | https://arxiv.org/pdf/2004.02805 [98] Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning連結 | https://arxiv.org/pdf/2004.02786 [99] Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques作者 | Qinkai Zheng, Han Qiu, Gerard Memmi, Isabelle Bloch連結 | https://arxiv.org/pdf/2004.02756 [100] Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19作者 | Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen連結 | https://arxiv.org/pdf/2004.02731 [101] Coronavirus Detection and Analysis on Chest CT with Deep Learning作者 | Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Huangqi Zhang, Wenbin Ji, Hayit Greenspan連結 | https://arxiv.org/pdf/2004.02640 [102] Vocoder-Based Speech Synthesis from Silent Videos作者 | Daniel Michelsanti, Olga Slizovskaia, Gloria Haro, Emilia G貿mez, Zheng-Hua Tan, Jesper Jensen連結 | https://arxiv.org/pdf/2004.02541 [103] Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI作者 | Maria A. Zuluaga, M. Jorge Cardoso連結 | https://arxiv.org/pdf/2004.02317 [104] Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data作者 | Riccardo La Grassa, Ignazio Gallo, Nicola Landro連結 | https://arxiv.org/pdf/2004.02273 [105] Game of Learning Bloch Equation Simulations for MR Fingerprinting作者 | Mingrui Yang, Yun Jiang, Dan Ma, Bhairav B. Mehta, Mark A. Griswold連結 | https://arxiv.org/pdf/2004.02270 [106] CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation作者 | S. M. Kamrul Hasan, Cristian A. Linte連結 | https://arxiv.org/pdf/2004.02249 [107] Long-tail learning with attributes作者 | Dvir Samuel, Yuval Atzmon, Gal Chechik連結 | https://arxiv.org/pdf/2004.02235 [108] Approximate Manifold Defense Against Multiple Adversarial Perturbations作者 | Jay Nandy, Wynne Hsu, Mong Li Lee連結 | https://arxiv.org/pdf/2004.02183 備註 | Workshop on Machine Learning with Guarantees, NeurIPS 2019. IJCNN, 2020 (full paper)[109] Emotional Video to Audio Transformation Using Deep Recurrent Neural Networks and a Neuro-Fuzzy System作者 | Gwenaelle Cunha Sergio, Minho Lee連結 | https://arxiv.org/pdf/2004.02113 [110] DeepFLASH: An Efficient Network for Learning-based Medical Image Registration作者 | Jian Wang, Miaomiao Zhang連結 | https://arxiv.org/pdf/2004.02097 [111] Feature Quantization Improves GAN Training作者 | Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen連結 | https://arxiv.org/pdf/2004.02088 [112] Arbitrary Scale Super-Resolution for Brain MRI Images作者 | Chuan Tan (1), Jin Zhu (1), Pietro Lio' (1) ((1) University of Cambridge)連結 | https://arxiv.org/pdf/2004.02086 備註 | to appear as a full paper with oral contribution in AIAI 2020[113] Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset作者 | Lawrence O. Hall, Rahul Paul, Dmitry B. Goldgof, Gregory M. Goldgof連結 | https://arxiv.org/pdf/2004.02060 [114] Quantum Medical Imaging Algorithms作者 | Bobak Toussi Kiani, Agnes Villanyi, Seth Lloyd連結 | https://arxiv.org/pdf/2004.02036 [115] Generating Rationales in Visual Question Answering作者 | Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley, Garrison W. Cottrell連結 | https://arxiv.org/pdf/2004.02032 [116] Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors作者 | Zhuotun Zhu, Yongyi Lu, Wei Shen, Elliot K. Fishman, Alan L. Yuille連結 | https://arxiv.org/pdf/2004.02021 [117] Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation作者 | Mehrdad Noori, Ali Bahri, Karim Mohammadi連結 | https://arxiv.org/pdf/2004.02009 備註 | Accepted by ICCKE 2019[118] Volumetric Attention for 3D Medical Image Segmentation and Detection作者 | Xudong Wang, Shizhong Han, Yunqiang Chen, Dashan Gao, Nuno Vasconcelos連結 | https://arxiv.org/pdf/2004.01997 備註 | Accepted by MICCAI 2019[119] Empirical Evaluation of PRNU Fingerprint Variation for Mismatched Imaging Pipelines作者 | Sharad Joshi, Pawel Korus, Nitin Khanna, Nasir Memon連結 | https://arxiv.org/pdf/2004.01929 [120] Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders作者 | Benyamin Ghojogh, Fakhri Karray, Mark Crowley連結 | https://arxiv.org/pdf/2004.01864 備註 | Accepted (to appear) in International Conference on Image Analysis and Recognition (ICIAR) 2020, Springer[121] Weighted Fisher Discriminant Analysis in the Input and Feature Spaces作者 | Benyamin Ghojogh, Milad Sikaroudi, H.R. Tizhoosh, Fakhri Karray, Mark Crowley連結 | https://arxiv.org/pdf/2004.01857 備註 | Accepted (to appear) in International Conference on Image Analysis and Recognition (ICIAR) 2020, Springer[122] TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications作者 | Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben連結 | https://arxiv.org/pdf/2004.01743 [123] Complex-Valued Convolutional Neural Networks for MRI Reconstruction作者 | Elizabeth K. Cole, Joseph Y. Cheng, John M. Pauly, Shreyas S. Vasanawala連結 | https://arxiv.org/pdf/2004.01738 備註 | 10 pages; 11 figures; Submitted to IEEE TMI[124] Unsupervised Domain Adaptation with Progressive Domain Augmentation作者 | Kevin Hua, Yuhong Guo連結 | https://arxiv.org/pdf/2004.01735