出品 | 深度學習這件小事公眾號
計算機視覺（12月1日更新版）
[1] Animating Pictures with Eulerian Motion Fields作者 | Aleksander Holynski, Brian Curless, Steven M. Seitz, Richard Szeliski連結 | https://arxiv.org/abs/2011.15128 [2] One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing作者 | Ting-Chun Wang, Arun Mallya, Ming-Yu Liu連結 | https://arxiv.org/abs/2011.15126 項目連結 | https://nvlabs.github.io/face-vid2vid/[3] Automating Artifact Detection in Video Games作者 | Parmida Davarmanesh, Kuanhao Jiang, Tingting Ou, Artem Vysogorets, Stanislav Ivashkevich, Max Kiehn, Shantanu H. Joshi, Nicholas Malaya連結 | https://arxiv.org/abs/2011.15103 [4] Diverse Sampling for Normalizing Flow Based Trajectory Forecasting作者 | Yecheng Jason Ma, Jeevana Priya Inala, Dinesh Jayaraman, Osbert Bastani連結 | https://arxiv.org/abs/2011.15084 備註 | Technical report, 18 pages[5] DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes作者 | Albert Matveev, Alexey Artemov, Ruslan Rakhimov, Gleb Bobrovskikh, Daniele Panozzo, Denis Zorin, Evgeny Burnaev連結 | https://arxiv.org/abs/2011.15081 [6] Forecasting Characteristic 3D Poses of Human Actions作者 | Christian Diller, Thomas Funkhouser, Angela Dai連結 | https://arxiv.org/abs/2011.15079 [7] Fast, Self Supervised, Fully Convolutional Color Normalization of H&E Stained Images作者 | Abhijeet Patil, Mohd. Talha, Aniket Bhatia, Nikhil Cherian Kurian, Sammed Mangale, Sunil Patel, Amit Sethi連結 | https://arxiv.org/abs/2011.15000 [8] Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses作者 | Gaurang Sriramanan, Sravanti Addepalli, Arya Baburaj, R. Venkatesh Babu連結 | https://arxiv.org/abs/2011.14969 備註 | NeurIPS 2020 (Spotlight)[9] Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm作者 | Ti Bai, Biling Wang, Dan Nguyen, Steve Jiang連結 | https://arxiv.org/abs/2011.14959 [10] Flood Detection via Twitter Streams using Textual and Visual Features作者 | Firoj Alam, Zohaib Hassan, Kashif Ahmad, Asma Gul, Michael Reiglar, Nicola Conci, Ala AL-Fuqaha連結 | https://arxiv.org/abs/2011.14944 [11] Floods Detection in Twitter Text and Images作者 | Naina Said, Kashif Ahmad, Asma Gul, Nasir Ahmad, Ala Al-Fuqaha連結 | https://arxiv.org/abs/2011.14943 [12] Rethinking and Designing a High-performing Automatic License Plate Recognition Approach作者 | Yi Wang, Zhen-Peng Bian, Yunhao Zhou, Lap-Pui Chau連結 | https://arxiv.org/abs/2011.14936 備註 | This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible[13] Driver Behavior Extraction from Videos in Naturalistic Driving Datasets with 3D ConvNets作者 | Hanwen Miao, Shengan Zhang, Carol Flannagan連結 | https://arxiv.org/abs/2011.14922 [14] Trajformer: Trajectory Prediction with Local Self-Attentive Contexts for Autonomous Driving作者 | Manoj Bhat, Jonathan Francis, Jean Oh連結 | https://arxiv.org/abs/2011.14910 備註 | Accepted: Machine Learning for Autonomous Driving @ NeurIPS 2020[15] Person Perception Biases Exposed: Revisiting the First Impressions Dataset作者 | Julio C. S. Jacques Junior, Agata Lapedriza, Cristina Palmero, Xavier Bar貿, Sergio Escalera連結 | https://arxiv.org/abs/2011.14906 備註 | accepted on 11th International Workshop on Human Behavior Understanding (HBU), organized as part of WACV 2021[16] Occlusion Guided Scene Flow Estimation on 3D Point Clouds作者 | Bojun Ouyang, Dan Raviv連結 | https://arxiv.org/abs/2011.14880 [17] A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints作者 | Puranjay Mohan, Aditya Jyoti Paul, Abhay Chirania連結 | https://arxiv.org/abs/2011.14858 [18] Unsupervised Optical Flow Using Cost Function Unrolling作者 | Gal Lifshitz, Dan Raviv連結 | https://arxiv.org/abs/2011.14814 [19] NeuralFusion: Online Depth Fusion in Latent Space作者 | Silvan Weder, Johannes L. Sch枚nberger, Marc Pollefeys, Martin R. Oswald連結 | https://arxiv.org/abs/2011.14791 [20] S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation作者 | Yan Yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman連結 | https://arxiv.org/abs/2011.14785 [21] How Good MVSNets Are at Depth Fusion作者 | Oleg Voynov, Aleksandr Safin, Savva Ignatyev, Evgeny Burnaev連結 | https://arxiv.org/abs/2011.14761 備註 | Accepted to ICMV 2020[22] Scale-covariant and scale-invariant Gaussian derivative networks連結 | https://arxiv.org/abs/2011.14759 [23] A Comprehensive Review on Recent Methods and Challenges of Video Description作者 | Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay連結 | https://arxiv.org/abs/2011.14752 備註 | Paper of 35 pages submitted to ACM Computing Surveys[24] RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction作者 | Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner連結 | https://arxiv.org/abs/2011.14744 [25] Dual Geometric Graph Network (DG2N) -- Zero-Shot Refinement for Dense Shape Correspondence作者 | Dvir Ginzburg, Dan Raviv連結 | https://arxiv.org/abs/2011.14723 [26] BOTD: Bold Outline Text Detector作者 | C. Yang, Z. Xiong, M. Chen, Q. Wang, X. Li連結 | https://arxiv.org/abs/2011.14714 [27] Adaptive Compact Attention For Few-shot Video-to-video Translation作者 | Risheng Huang, Li Shen, Xuan Wang, Cheng Lin, Hao-Zhi Huang連結 | https://arxiv.org/abs/2011.14695 項目視頻 | https://youtu.be/1OCFbUrypKQ[28] CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild作者 | Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn連結 | https://arxiv.org/abs/2011.14679 [29] HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation作者 | Jiefeng Li, Chao Xu, Zhicun Chen, Siyuan Bian, Lixin Yang, Cewu Lu連結 | https://arxiv.org/abs/2011.14672 [30] Meta Batch-Instance Normalization for Generalizable Person Re-Identification作者 | Seokeon Choi, Taekyung Kim, Minki Jeong, Hyoungseob Park, Changick Kim連結 | https://arxiv.org/abs/2011.14670 [31] Where to Explore Next? ExHistCNN for History-aware Autonomous 3D Exploration作者 | Yiming Wang, Alessio Del Bue連結 | https://arxiv.org/abs/2011.14669 備註 | published on European Conference on Computer Vision, 2020[32] AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection作者 | Longyao Liu, Bo Ma, Yulin Zhang, Xin Yi, Haozhi Li連結 | https://arxiv.org/abs/2011.14667 [33] Why Convolutional Networks Learn Oriented Bandpass Filters: Theory and Empirical Support作者 | Isma Hadji, Richard P. Wildes連結 | https://arxiv.org/abs/2011.14665 [34] Revisiting Unsupervised Meta-Learning: Amplifying or Compensating for the Characteristics of Few-Shot Tasks作者 | Han-Jia Ye, Lu Han, De-Chuan Zhan連結 | https://arxiv.org/abs/2011.14663 [35] SplitNet: Divide and Co-training作者 | Shuai Zhao, Liguang Zhou, Wenxiao Wang, Deng Cai, Tin Lun Lam, Yangsheng Xu連結 | https://arxiv.org/abs/2011.14660 [36] Vehicle Reconstruction and Texture Estimation Using Deep Implicit Semantic Template Mapping作者 | Xiaochen Zhao, Zerong Zheng, Chaonan Ji, Zhenyi Liu, Yirui Luo, Tao Yu, Jinli Suo, Qionghai Dai, Yebin Liu連結 | https://arxiv.org/abs/2011.14642 [37] Cross-MPI: Cross-scale Stereo for Image Super-Resolution using Multiplane Images作者 | Yuemei Zhou, Gaochang Wu, Ying Fu, Kun Li, Yebin Liu連結 | https://arxiv.org/abs/2011.14631 [38] DeepCloth: Neural Garment Representation for Shape and Style Editing作者 | Zhaoqi Su, Tao Yu, Yangang Wang, Yipeng Li, Yebin Liu連結 | https://arxiv.org/abs/2011.14619 [39] SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses作者 | Jinlong Fan, Jing Zhang, Dacheng Tao連結 | https://arxiv.org/abs/2011.14611 [40] Zero-Shot Calibration of Fisheye Cameras連結 | https://arxiv.org/abs/2011.14607 [41] REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation作者 | Sandesh Ramesh, Manoj Kumar M V, K Aditya Shastry連結 | https://arxiv.org/abs/2011.14603 備註 | International Journal of System Assurance Engineering and Management[42] Video Self-Stitching Graph Network for Temporal Action Localization作者 | Chen Zhao, Ali Thabet, Bernard Ghanem連結 | https://arxiv.org/abs/2011.14598 [43] A CRF-based Framework for Tracklet Inactivation in Online Multi-Object Tracking作者 | Tianze Gao, Huihui Pan, Zidong Wang, Huijun Gao連結 | https://arxiv.org/abs/2011.14594 備註 | This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible[44] Monocular 3D Object Detection with Sequential Feature Association and Depth Hint Augmentation作者 | Tianze Gao, Huihui Pan, Huijun Gao連結 | https://arxiv.org/abs/2011.14589 備註 | This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible[45] FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints作者 | Stone Yun, Alexander Wong連結 | https://arxiv.org/abs/2011.14586 備註 | Accepted for Publication at the 2020 Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC2 2020)[46] Just One Moment: Inconspicuous One Frame Attack on Deep Action Recognition作者 | Jaehui Hwang, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee連結 | https://arxiv.org/abs/2011.14585 [47] ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition作者 | Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen連結 | https://arxiv.org/abs/2011.14584 [48] End-to-End 3D Point Cloud Learning for Registration Task Using Virtual Correspondences作者 | Zhijian~Qiao, Zhe~Liu, Chuanzhe~Suo, Huanshu~Wei, Zhuowen~Shen, Hesheng~Wang連結 | https://arxiv.org/abs/2011.14579 備註 | Accepted to IROS 2020[49] DUT:Learning Video Stabilization by Simply Watching Unstable Videos作者 | Yufei Xu, Jing Zhang, Stephen J. Mayban, Dacheng Tao連結 | https://arxiv.org/abs/2011.14574 [50] Deep Implicit Templates for 3D Shape Representation作者 | Zerong Zheng, Tao Yu, Qionghai Dai, Yebin Liu連結 | https://arxiv.org/abs/2011.14565 [51] Learnable Motion Coherence for Correspondence Pruning作者 | Yuan Liu, Lingjie Liu, Cheng Lin, Zhen Dong, Wenping Wang連結 | https://arxiv.org/abs/2011.14563 項目連結 | https://liuyuan-pal.github.io/LMCNet/[52] Heuristic Domain Adaptation作者 | Shuhao Cui, Xuan Jin, Shuhui Wang, Yuan He, Qingming Huang連結 | https://arxiv.org/abs/2011.14540 [53] Inter-layer Transition in Neural Architecture Search作者 | Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao連結 | https://arxiv.org/abs/2011.14525 [54] Training and Inference for Integer-Based Semantic Segmentation Network作者 | Jiayi Yang, Lei Deng, Yukuan Yang, Yuan Xie, Guoqi Li連結 | https://arxiv.org/abs/2011.14504 備註 | submitted to Neurocomputing[55] End-to-End Video Instance Segmentation with Transformers作者 | Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia連結 | https://arxiv.org/abs/2011.14503 [56] Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning作者 | Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State, Marc T. Law連結 | https://arxiv.org/abs/2011.14488 [57] Multi-scale Adaptive Task Attention Network for Few-Shot Learning作者 | Haoxing Chen, Huaxiong Li, Yaohui Li, Chunlin Chen連結 | https://arxiv.org/abs/2011.14479 [58] Annotation-Efficient Untrimmed Video Action Recognition作者 | Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, Jose M. F. Moura連結 | https://arxiv.org/abs/2011.14478 [59] What Can Style Transfer and Paintings Do For Model Robustness?作者 | Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont, Maarten W.A. Wijntjes, Kavita Bala連結 | https://arxiv.org/abs/2011.14477 [60] Conditional Link Prediction of Category-Implicit Keypoint Detection作者 | Ellen Yi-Ge, Rui Fan, Zechun Liu, Zhiqiang Shen連結 | https://arxiv.org/abs/2011.14462 [61] Improved Handling of Motion Blur in Online Object Detection作者 | Mohamed Sayed, Gabriel J. Brostow連結 | https://arxiv.org/abs/2011.14448 [62] Intrinsic Decomposition of Document Images In-the-Wild作者 | Sagnik Das, Hassan Ahmed Sial, Ke Ma, Ramon Baldrich, Maria Vanrell, Dimitris Samaras連結 | https://arxiv.org/abs/2011.14447 備註 | This a modified version of the BMVC 2020 accepted manuscript[63] LABNet: Local Graph Aggregation Network with Class Balanced Loss for Vehicle Re-Identification作者 | Abu Md Niamul Taufique, Andreas Savakis連結 | https://arxiv.org/abs/2011.14417 [64] Reconfigurable Cyber-Physical System for Critical Infrastructure Protection in Smart Cities via Smart Video-Surveillance作者 | Juan Isern, Francisco Barranco, Daniel Deniz, Juho Lesonen, Jari Hannuksela, Richard R. Carrillo連結 | https://arxiv.org/abs/2011.14416 [65] RGBD-Net: Predicting color and depth images for novel views synthesis作者 | Phong Nguyen, Animesh Karnewar, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkila連結 | https://arxiv.org/abs/2011.14398 [66] Constraining Volume Change in Learned Image Registration for Lung CTs作者 | Alessa Hering, Stephanie Huger, Jan Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken連結 | https://arxiv.org/abs/2011.14372 [67] Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding作者 | Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu連結 | https://arxiv.org/abs/2011.14358 備註 | Submitted to IEEE Geoscience and Remote Sensing Letters (GRSL) Journal[68] Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks作者 | Pengtao Xu, Jian Cao, Fanhua Shang, Wenyu Sun, Pu Li連結 | https://arxiv.org/abs/2011.14356 [69] ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery作者 | Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński連結 | https://arxiv.org/abs/2011.14340 [70] BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification作者 | Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue連結 | https://arxiv.org/abs/2011.14311 [71] Image-based plant disease diagonasis with unsupervised anomaly detection based on reconstructability of colors作者 | Ryoya Katafuchi, Terumasa Tokunaga連結 | https://arxiv.org/abs/2011.14306 [72] Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images作者 | Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng連結 | https://arxiv.org/abs/2011.14302 備註 | arXiv admin note: substantial text overlap with arXiv:2007.14902, arXiv:2009.02130[73] A method for large diffeomorphic registration via broken geodesics作者 | Alphin J. Thottupattu, Jayanthi Sivaswamy, Venkateswaran P. Krishnan連結 | https://arxiv.org/abs/2011.14298 [74] Learning geometry-image representation for 3D point cloud generation作者 | Lei Wang, Yuchun Huang, Pengjie Tao, Yaolin Hou, Yuxuan Liu連結 | https://arxiv.org/abs/2011.14289 [75] Learning Affinity-Aware Upsampling for Deep Image Matting作者 | Yutong Dai, Hao Lu, Chunhua Shen連結 | https://arxiv.org/abs/2011.14288 [76] Deeper or Wider Networks of Point Clouds with Self-attention?連結 | https://arxiv.org/abs/2011.14285 [77] UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information作者 | Girisha S, Ujjwal Verma, Manohara Pai M M, Radhika Pai連結 | https://arxiv.org/abs/2011.14284 [78] Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency作者 | Chongzhen Zhang, Yang Tang, Chaoqiang Zhao, Qiyu Sun, Zhencheng Ye, Jorgen Kurths連結 | https://arxiv.org/abs/2011.14272 [79] FaceGuard: A Self-Supervised Defense Against Adversarial Face Images作者 | Debayan Deb, Xiaoming Liu, Anil K. Jain連結 | https://arxiv.org/abs/2011.14218 [80] Truly shift-invariant convolutional neural networks作者 | Anadi Chaman (1), Ivan Dokmanić (2) ((1) University of Illinois at Urbana-Champaign, (2) University of Basel)連結 | https://arxiv.org/abs/2011.14214 [81] Class-agnostic Object Detection作者 | Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan連結 | https://arxiv.org/abs/2011.14204 備註 | To appear in Proceedings of WACV 2021[82] E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition作者 | Sandesh Ramesh, Manoj Kumar M V, Sanjay H A連結 | https://arxiv.org/abs/2011.14200 備註 | 4th International Conference on Inventive Systems and Control (ICISC), 2020[83] Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels作者 | Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing連結 | https://arxiv.org/abs/2011.14164 [84] Batch Normalization with Enhanced Linear Transformation作者 | Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan Yuille連結 | https://arxiv.org/abs/2011.14150 項目連結 | https://github.com/yuhuixu1993/BNET[85] i3DMM: Deep Implicit 3D Morphable Model of Human Heads作者 | Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt連結 | https://arxiv.org/abs/2011.14143 項目連結 | http://gvv.mpi-inf.mpg.de/projects/i3DMM/[86] AdaBins: Depth Estimation using Adaptive Bins作者 | Shariq Farooq Bhat, Ibraheem Alhashim, Peter Wonka連結 | https://arxiv.org/abs/2011.14141 [87] Towards Fast and Light-Weight Restoration of Dark Images作者 | Mohit Lamba, Atul Balaji, Kaushik Mitra連結 | https://arxiv.org/abs/2011.14133 [88] Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs作者 | Hui-Po Wang, Ning Yu, Mario Fritz連結 | https://arxiv.org/abs/2011.14107 [89] Let's Hope it Works! Inaccurate Supervision of Neural Networks with Incorrect Labels: Application to Epilepsy作者 | Florian Dubost, Erin Hong, Daniel Y Fu, Nandita Bhaskhar, Siyi Tang, Khaled Saab, Daniel Rubin, Jared Dunnmon, Christopher Lee-Messer連結 | https://arxiv.org/abs/2011.14101 [90] Movement Tracks for the Automatic Detection of Fish Behavior in Videos作者 | Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu, Rodney Rountree, Fabio De Leo連結 | https://arxiv.org/abs/2011.14070 備註 | To be published in NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning[91] Efficient Attention Network: Accelerate Attention by Searching Where to Plug作者 | Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang連結 | https://arxiv.org/abs/2011.14058 [92] Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing作者 | Junru Wu, Xiang Yu, Buyu Liu, Zhangyang Wang, Manmohan Chandraker連結 | https://arxiv.org/abs/2011.14054 [93] cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex Polytope作者 | Dimitrios Chamzas, Constantinos Chamzas, Konstantinos Moustakas連結 | https://arxiv.org/abs/2011.14035 備註 | Accepted in GRAPP2021[94] General Multi-label Image Classification with Transformers作者 | Jack Lanchantin, Tianlu Wang, Vicente Ordonez, Yanjun Qi連結 | https://arxiv.org/abs/2011.14027 [95] Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach作者 | Xingqian Xu, Zhifei Zhang, Zhaowen Wang, Brian Price, Zhonghao Wang, Humphrey Shi連結 | https://arxiv.org/abs/2011.14021 [96] Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques作者 | Jihyeon Lee, Joseph Z. Xu, Kihyuk Sohn, Wenhan Lu, David Berthelot, Izzeddin Gur, Pranav Khaitan, Ke-Wei (Fiona) Huang, Kyriacos Koupparis, Bernhard Kowatsch連結 | https://arxiv.org/abs/2011.14004 備註 | NeurIPS 2020 Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop[97] Self supervised contrastive learning for digital histopathology作者 | Ozan Ciga, Anne L. Martel, Tony Xu連結 | https://arxiv.org/abs/2011.13971 [98] D-NeRF: Neural Radiance Fields for Dynamic Scenes作者 | Albert Pumarola, Enric Corona, Gerard Pons-Moll, Francesc Moreno-Noguer連結 | https://arxiv.org/abs/2011.13961 [99] A Recurrent Vision-and-Language BERT for Navigation作者 | Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, Stephen Gould連結 | https://arxiv.org/abs/2011.13922 [100] Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs作者 | Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott連結 | https://arxiv.org/abs/2011.15124 [101] UniCon: Universal Neural Controller For Physics-based Character Motion作者 | Tingwu Wang, Yunrong Guo, Maria Shugrina, Sanja Fidler連結 | https://arxiv.org/abs/2011.15119 [102] Learning by Passing Tests, with Application to Neural Architecture Search作者 | Xuefeng Du, Pengtao Xie連結 | https://arxiv.org/abs/2011.15102 [103] Reducing Textural Bias Improves Robustness of Deep Segmentation CNNs作者 | Seoin Chai, Daniel Rueckert, Ahmed E. Fetit連結 | https://arxiv.org/abs/2011.15093 [104] Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment作者 | Vinicius Pavanelli Vianna, Luiz Otavio Murta Jr連結 | https://arxiv.org/abs/2011.15049 [105] Unsupervised Deep Video Denoising作者 | Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Mitesh M. Khapra, Eero P. Simoncelli, Carlos Fernandez-Granda連結 | https://arxiv.org/abs/2011.15045 備註 | Dev and Sreyas contributed equally[106] Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric作者 | Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong連結 | https://arxiv.org/abs/2011.15002 備註 | arXiv admin note: substantial text overlap with arXiv:2007.12142[107] MAVIDH Score: A Corona Severity Scoring using Interpretable Chest X-Ray Pathology Features作者 | Douglas P. S. Gomes, Michael J. Horry, Anwaar Ulhaq, Manoranjan Paul, Subrata Chakraborty, Manash Saha, Tanmoy Debnath, D.M. Motiur Rahaman連結 | https://arxiv.org/abs/2011.14983 [108] Handling Noisy Labels via One-Step Abductive Multi-Target Learning作者 | Yongquan Yang, Yiming Yang, Jie Chen, Jiayi Zheng, Zhongxi Zheng連結 | https://arxiv.org/abs/2011.14956 [109] Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components作者 | Seyed Mohsen Hosseini連結 | https://arxiv.org/abs/2011.14908 [110] Language-Driven Region Pointer Advancement for Controllable Image Captioning作者 | Annika Lindh, Robert J. Ross, John D. Kelleher連結 | https://arxiv.org/abs/2011.14901 備註 | Accepted to COLING 2020[111] Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images作者 | Juan E. Arco, A. Ortiz, J.Ramirez, F.J. Martinez-Murcia, Yu-Dong Zhang, Juan M. Gorriz連結 | https://arxiv.org/abs/2011.14894 [112] Deep Interactive Denoiser (DID) for X-Ray Computed Tomography作者 | Ti Bai, Biling Wang, Dan Nguyen, Bao Wang, Bin Dong, Wenxiang Cong, Mannudeep K. Kalra, Steve Jiang連結 | https://arxiv.org/abs/2011.14873 [113] ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic作者 | Sahithya Ravi, Samaneh Khoshrou, Mykola Pechenizkiy連結 | https://arxiv.org/abs/2011.14871 [114] Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring作者 | Luis Felipe M.O. Henriques, Eduardo Morgan, Sergio Colcher, Ruy Luiz Milidiú連結 | https://arxiv.org/abs/2011.14870 [115] Doubly Stochastic Subspace Clustering作者 | Derek Lim, René Vidal, Benjamin D. Haeffele連結 | https://arxiv.org/abs/2011.14859 [116] Sparse-View Spectral CT Reconstruction Using Deep Learning作者 | Wail Mustafa, Christian Kehl, Ulrik Lund Olsen, Søren Kimmer Schou Gregersen, David Malmgren-Hansen, Jan Kehres, Anders Bjorholm Dahl連結 | https://arxiv.org/abs/2011.14842 備註 | 13 pages, 9 figures, to be submitted to The IEEE Transactions on Computational Imaging[117] Learning To Find Shortest Collision-Free Paths From Images作者 | Michal Pándy, Daniel Lenton, Ronald Clark連結 | https://arxiv.org/abs/2011.14787 [118] Deep learning approach to left ventricular non-compaction measurement作者 | Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé連結 | https://arxiv.org/abs/2011.14773 [119] DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning作者 | Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia連結 | https://arxiv.org/abs/2011.14733 備註 | The 2020 International Conference on Computational Science and Computational Intelligence (CSCI'2020)[120] Learning-based lossless compression of 3D point cloud geometry作者 | Dat Thanh Nguyen, Maurice Quach, Giuseppe Valenzise, Pierre Duhamel連結 | https://arxiv.org/abs/2011.14700 備註 | 5 pages, submitted to ICASSP 2021[121] On Initial Pools for Deep Active Learning作者 | Akshay L Chandra, Sai Vikas Desai, Chaitanya Devaguptapu, Vineeth N Balasubramanian連結 | https://arxiv.org/abs/2011.14696 備註 | Accepted at Pre-registration Workshop NeurIPS (2020) [122] TransMIA: Membership Inference Attacks Using Transfer Shadow Training作者 | Seira Hidano, Yusuke Kawamoto, Takao Murakami連結 | https://arxiv.org/abs/2011.14661 [123] SAR Image Despeckling Based on Convolutional Denoising Autoencoder作者 | Qianqian Zhang, Ruizhi Sun連結 | https://arxiv.org/abs/2011.14627 [124] Incremental Learning via Rate Reduction作者 | Ziyang Wu, Christina Baek, Chong You, Yi Ma連結 | https://arxiv.org/abs/2011.14593 [125] Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks作者 | Stone Yun, Alexander Wong連結 | https://arxiv.org/abs/2011.14578 備註 | Accepted for publication at the 6th Annual Conference on Computer Vision and Intelligent Systems (CVIS2020)[126] Adaptive noise imitation for image denoising作者 | Huangxing Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Yizhou Yu, Xiaoqing Liu, John Paisley連結 | https://arxiv.org/abs/2011.14512 [127] Architectural Adversarial Robustness: The Case for Deep Pursuit作者 | George Cazenavette, Calvin Murdock, Simon Lucey連結 | https://arxiv.org/abs/2011.14427 [128] There and Back Again: Learning to Simulate Radar Data for Real-World Applications作者 | Rob Weston, Oiwi Parker Jones, Ingmar Posner連結 | https://arxiv.org/abs/2011.14389 [129] Overcoming Measurement Inconsistency in Deep Learning for Linear Inverse Problems: Applications in Medical Imaging作者 | Marija Vella, João F. C. Mota連結 | https://arxiv.org/abs/2011.14387 備註 | Under Peer Review. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works[130] Single Image Super-resolution with a Switch Guided Hybrid Network for Satellite Images作者 | Shreya Roy, Anirban Chakraborty (Indian Institute of Science, Bangalore)連結 | https://arxiv.org/abs/2011.14380 [131] A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques作者 | Sarah, S.Sidhartha Narayan, Irfaan Arif, Hrithwik Shalu, Juned Kadiwala連結 | https://arxiv.org/abs/2011.14370 [132] Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths作者 | Mahmut Yurt, Salman Ul Hassan Dar, Berk Tınaz, Muzaffer Özbey, Tolga Çukur連結 | https://arxiv.org/abs/2011.14347 [133] Audio-visual Speech Separation with Adversarially Disentangled Visual Representation作者 | Peng Zhang, Jiaming Xu, Jing shi, Yunzhe Hao, Bo Xu連結 | https://arxiv.org/abs/2011.14334 [134] Malaria Detection and Classificaiton作者 | Ruskin Raj Manku, Ayush Sharma, Anand Panchbhai連結 | https://arxiv.org/abs/2011.14329 [135] Dank or Not? -- Analyzing and Predicting the Popularity of Memes on Reddit作者 | Kate Barnes, Tiernon Riesenmy, Minh Duc Trinh, Eli Lleshi, Nora Balogh, Roland Molontay連結 | https://arxiv.org/abs/2011.14326 [136] Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network作者 | Haotian Xie, Yong Zhang, Jun Wang, Jingjing Zhang, Yifan Ma, Zhaogang Yang連結 | https://arxiv.org/abs/2011.14301 [137] Fully Quantized Image Super-Resolution Networks作者 | Hu Wang, Peng Chen, Bohan Zhuang, Chunhua Shen連結 | https://arxiv.org/abs/2011.14265 [138] Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach作者 | Julian D. Arias-Londoño, Jorge A. Gomez-Garcia, Laureano Moro-Velazquez, Juan I. Godino-Llorente連結 | https://arxiv.org/abs/2011.14259 [139] Deep Learning for Regularization Prediction in Diffeomorphic Image Registration作者 | Jian Wang, Miaomiao Zhang連結 | https://arxiv.org/abs/2011.14229 [140] Curvature Regularization to Prevent Distortion in Graph Embedding作者 | Hongbin Pei, Bingzhe Wei, Kevin Chen-Chuan Chang, Chunxu Zhang, Bo Yang連結 | https://arxiv.org/abs/2011.14211 備註 | Published as a conference paper at NeurIPS 2020[141] Lattice Fusion Networks for Image Denoising作者 | Seyed Mohsen Hosseini連結 | https://arxiv.org/abs/2011.14196 [142] Inter-slice Context Residual Learning for 3D Medical Image Segmentation作者 | Jianpeng Zhang, Yutong Xie, Yan Wang, Yong Xia連結 | https://arxiv.org/abs/2011.14155 備註 | Accpeted by IEEE-TMI[143] Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning作者 | Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Steffen Oeltze-Jafra, Andreas Nürnberger, Oliver Speck連結 | https://arxiv.org/abs/2011.14134 備註 | Medical Imaging Meets NeurIPS 2020[144] MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis作者 | Quan Huu Cap, Hitoshi Iyatomi, Atsushi Fukuda連結 | https://arxiv.org/abs/2011.14132 備註 | Accepted at the ICPR2020 Workshops[145] Robotic grasp detection using a novel two-stage approach作者 | Zhe Chu, Mengkai Hu, Xiangyu Chen連結 | https://arxiv.org/abs/2011.14123 [146] Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding作者 | Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim連結 | https://arxiv.org/abs/2011.14097 [147] FreezeNet: Full Performance by Reduced Storage Costs作者 | Paul Wimmer, Jens Mehnert, Alexandru Condurache連結 | https://arxiv.org/abs/2011.14087 備註 | Conference Paper of the Asian Conference on Computer Vision (ACCV) 2020[148] OpenKBP: The open-access knowledge-based planning grand challenge作者 | Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven. Timothy C. Y. Chan連結 | https://arxiv.org/abs/2011.14076 [149] Differences between human and machine perception in medical diagnosis作者 | Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz, Celin Chacko, Robin Ehrenpreis, Naziya Samreen, Chloe Chhor, Eric Kim, Jiyon Lee, Kristine Pysarenko, Beatriu Reig, Hildegard Toth, Divya Awal, Linda Du, Alice Kim, James Park, Daniel K. Sodickson, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras連結 | https://arxiv.org/abs/2011.14036 [150] Voting based ensemble improves robustness of defensive models作者 | Devvrit, Minhao Cheng, Cho-Jui Hsieh, Inderjit Dhillon連結 | https://arxiv.org/abs/2011.14031 [151] Active Learning in CNNs via Expected Improvement Maximization作者 | Udai G. Nagpal, David A Knowles連結 | https://arxiv.org/abs/2011.14015 [152] Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis作者 | Enamundram M. V. Naga Karthik, Catherine Laporte, Farida Cheriet連結 | https://arxiv.org/abs/2011.14005 備註 | To appear in the Proceedings of the SPIE Medical Imaging Conference 2021, San Diego, CA. 9 pages, 4 figures in total[153] Trends in deep learning for medical hyperspectral image analysis作者 | Uzair Khan, Paheding Sidike, Colin Elkin, Vijay Devabhaktuni連結 | https://arxiv.org/abs/2011.13974 [154] Modelling brain lesion volume in patches with CNN-based Poisson Regression連結 | https://arxiv.org/abs/2011.13927