每日論文速遞:計算機視覺相關(10月6日更新版)

2021-02-21 機器學習算法與計算機視覺

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[1] Mind the Pad -- CNNs can Develop Blind Spots

作者 | Bilal Alsallakh, Narine Kokhlikyan, Vivek Miglani, Jun Yuan, Orion Reblitz-Richardson

連結 | https://arxiv.org/abs/2010.02178 

[2] Ego-Motion Alignment from Face Detections for Collaborative Augmented Reality

作者 | Branislav Micusik, Georgios Evangelidis

連結 | https://arxiv.org/abs/2010.02153 

[3] TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos

作者 | Kailas Vodrahalli, Roxana Daneshjou, Roberto A Novoa, Albert Chiou, Justin M Ko, James Zou

連結 | https://arxiv.org/abs/2010.02086 

備註 | 12 pages, 5 figures, Preprint of an article published in Pacific Symposium on Biocomputing \c{opyright} 2020 World Scientific Publishing Co., Singapore, at http://psb.stanford.edu/

[4] Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses

作者 | Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn

連結 | https://arxiv.org/abs/2010.02059 

備註 | 24 pages, 6 figures

[5] Probabilistic 3D surface reconstruction from sparse MRI information

作者 | Katarína Tóthová, Sarah Parisot, Matthew Lee, Esther Puyol-Antón, Andrew King, Marc Pollefeys, Ender Konukoglu

連結 | https://arxiv.org/abs/2010.02041 

備註 | MICCAI 2020

[6] BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal Transfer

作者 | Or Patashnik, Dov Danon, Hao Zhang, Daniel Cohen-Or

連結 | https://arxiv.org/abs/2010.02036 

[7] A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning

作者 | Ruchika Chavhan, Biplab Banerjee, Xiao Xiang Zhu, Subhasis Chaudhuri

連結 | https://arxiv.org/abs/2010.01999 

備註 | 8 pages, 21 figures Accepted at the International Conference on Pattern Recognition (ICPR) 2020

[8] EqCo: Equivalent Rules for Self-supervised Contrastive Learning

作者 | Benjin Zhu, Junqiang Huang, Zeming Li, Xiangyu Zhang, Jian Sun

連結 | https://arxiv.org/abs/2010.01929 

[9] Automatic label correction based on CCESD

作者 | Jiawei Liu, Qiang Wang, Huijie Fan, Yandong Tang

連結 | https://arxiv.org/abs/2010.01919 

備註 | code and dataset: this https URL

[10] Best Buddies Registration for Point Clouds

作者 | Amnon Drory, Tal Shomer, Shai Avidan, Raja Giryes

連結 | https://arxiv.org/abs/2010.01912 

備註 | Accepted to ACCV 2020

[11] Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation

作者 | Alina Marcu, Vlad Licaret, Dragos Costea, Marius Leordeanu

連結 | https://arxiv.org/abs/2010.01910 

備註 | Accepted as oral presentation at Asian Conference on Computer Vision (ACCV), 2020.

[12] Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy

作者 | Hamid Sarmadi, Rafael Muñoz-Salinas, M. Álvaro Berbís, Antonio Luna, R. Medina-Carnicer

連結 | https://arxiv.org/abs/2010.01895 

備註 | 14 pages, 7 figures

[13] Joint Pruning & Quantization for Extremely Sparse Neural Networks

作者 | Po-Hsiang Yu, Sih-Sian Wu, Jan P. Klopp, Liang-Gee Chen, Shao-Yi Chien

連結 | https://arxiv.org/abs/2010.01892 

備註 | 13 page, 16 figures

[14] MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps

作者 | Pascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann

連結 | https://arxiv.org/abs/2010.01884 

[15] Monocular Rotational Odometry with Incremental Rotation Averaging and Loop Closure

作者 | Chee-Kheng Chng, Alvaro Parra, Tat-Jun Chin, Yasir Latif

連結 | https://arxiv.org/abs/2010.01872 

備註 | Accepted to DICTA 2020

[16] AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture

作者 | Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Beibei Qin, Yanning Zhang

連結 | https://arxiv.org/abs/2010.01863 

[17] Depth-wise layering of 3d images using dense depth maps: a threshold based approach

作者 | Seyedsaeid Mirkamali, P. Nagabhushan

連結 | https://arxiv.org/abs/2010.01841 

[18] Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance

作者 | Saptarshi Sinha, Hiroki Ohashi, Katsuyuki Nakamura

連結 | https://arxiv.org/abs/2010.01824 

備註 | Accepted for ACCV 2020 oral presentation

[19] Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Step-By-Step Learning

作者 | Kyunghun Kim, Yeohun Yun, Keon-Woo Kang, Kyungbo Gong, Siyeong Lee, Suk-Ju Kang

連結 | https://arxiv.org/abs/2010.01810 

備註 | 9 pages,8 figures, WACV 2021 conference submit

[20] Long-tailed Recognition by Routing Diverse Distribution-Aware Experts

作者 | Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu, Stella X. Yu

連結 | https://arxiv.org/abs/2010.01809 

備註 | 14 pages, 8 figures

[21] MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement

作者 | Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak Patel, Daniel McDuff

連結 | https://arxiv.org/abs/2010.01773 

[22] A Review of Vegetation Encroachment Detection in Power Transmission Lines using Optical Sensing Satellite Imagery

作者 | Fathi Mahdi Elsiddig Haroun, Siti Noratiqah Mohamad Deros, Norashidah Md Din

連結 | https://arxiv.org/abs/2010.01757 

備註 | 7 pages, 7 figures , 2 Tables

[23] Revisiting Batch Normalization for Training Low-latency Deep Spiking Neural Networks from Scratch

作者 | Youngeun Kim, Priyadarshini Panda

連結 | https://arxiv.org/abs/2010.01729 

[24] Attention Guided Semantic Relationship Parsing for Visual Question Answering

作者 | Moshiur Farazi, Salman Khan, Nick Barnes

連結 | https://arxiv.org/abs/2010.01725 

[25] MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection

作者 | Marius Schubert, Karsten Kahl, Matthias Rotmann

連結 | https://arxiv.org/abs/2010.01695 

備註 | 11 pages, 5 figures, 5 tables

[26] Generating Gameplay-Relevant Art Assets with Transfer Learning

作者 | Adrian Gonzalez, Matthew Guzdial, Felix Ramos

連結 | https://arxiv.org/abs/2010.01681 

備註 | 7 pages, 8 figures

[27] Learning Complete 3D Morphable Face Models from Images and Videos

作者 | Mallikarjun B R, Ayush Tewari, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt

連結 | https://arxiv.org/abs/2010.01679 

項目連結 | https://gvv.mpi-inf.mpg.de/projects/LeMoMo

[28] Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting

作者 | Usman Sajid, Wenchi Ma, Guanghui Wang

連結 | https://arxiv.org/abs/2010.01664 

[29] Supporting large-scale image recognition with out-of-domain samples

作者 | Christof Henkel, Philipp Singer

連結 | https://arxiv.org/abs/2010.01650 

[30] Unknown Presentation Attack Detection against Rational Attackers

作者 | Ali Khodabakhsh

連結 | https://arxiv.org/abs/2010.01592 

[31] The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge

作者 | Pablo Barros, Alessandra Sciutti

連結 | https://arxiv.org/abs/2010.01557 

備註 | Submission that describes the models submitted to the AffWild2 challenge

[32] Holistic static and animated 3D scene generation from diverse text descriptions

作者 | Faria Huq, Anindya Iqbal, Nafees Ahmed

連結 | https://arxiv.org/abs/2010.01549 

[33] Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting

作者 | Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell

連結 | https://arxiv.org/abs/2010.01528 

[34] A Study for Universal Adversarial Attacks on Texture Recognition

作者 | Yingpeng Deng, Lina J. Karam

連結 | https://arxiv.org/abs/2010.01506 

[35] A New Mask R-CNN Based Method for Improved Landslide Detection

作者 | Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwivedi, G. R. Sinha

連結 | https://arxiv.org/abs/2010.01499 

備註 | 9 pages, 8 figures, 6 tables, submitted to JSTARS special issue on Cultural Heritage

[36] Generalized Two-Dimensional Quaternion Principal Component Analysis with Weighting for Color Image Recognition

作者 | Zhi-Gang Jia, Zi-Jin Qiu, Mei-Xiang Zhao

連結 | https://arxiv.org/abs/2010.01477 

備註 | 15 pages, 15 figures

[37] MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision

作者 | Hongming Li, Yong Fan

連結 | https://arxiv.org/abs/2010.01465 

[38] LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements

作者 | Sandipan Banerjee, Ajjen Joshi, Prashant Mahajan, Sneha Bhattacharya, Survi Kyal, Taniya Mishra

連結 | https://arxiv.org/abs/2010.01464 

備註 | Work in progress

[39] 3D Orientation Field Transform

作者 | Wai-Tsun Yeung, Xiaohao Cai, Zizhen Liang, Byung-Ho Kang

連結 | https://arxiv.org/abs/2010.01453 

[40] MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network

作者 | Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang

連結 | https://arxiv.org/abs/2010.01424 

備註 | published at ACCV2020

[41] Early Bird: Loop Closures from Opposing Viewpoints for Perceptually-Aliased Indoor Environments

作者 | Satyajit Tourani, Dhagash Desai, Udit Singh Parihar, Sourav Garg, Ravi Kiran Sarvadevabhatla, K. Madhava Krishna

連結 | https://arxiv.org/abs/2010.01421 

備註 | Under review

[42] Adversarial and Natural Perturbations for General Robustness

作者 | Sadaf Gulshad, Jan Hendrik Metzen, Arnold Smeulders

連結 | https://arxiv.org/abs/2010.01401 

備註 | Currently under review

[43] Actionet: An Interactive End-To-End Platform For Task-Based Data Collection And Augmentation In 3D Environment

作者 | Jiafei Duan, Samson Yu, Hui Li Tan, Cheston Tan

連結 | https://arxiv.org/abs/2010.01357 

項目連結 | https://github.com/SamsonYuBaiJian/actionet

[44] A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition

作者 | Ayush Srivastava, Oshin Dutta, Prathosh AP, Sumeet Agarwal, Jigyasa Gupta

連結 | https://arxiv.org/abs/2010.01343 

備註 | Submitted to WACV

[45] End-to-End Training of CNN Ensembles for Person Re-Identification

作者 | Ayse Serbetci, Yusuf Sinan Akgul

連結 | https://arxiv.org/abs/2010.01342 

[46] Gaussian Vector: An Efficient Solution for Facial Landmark Detection

作者 | Yilin Xiong, Zijian Zhou, Yuhao Dou, Zhizhong Su

連結 | https://arxiv.org/abs/2010.01318 

備註 | 19 pages, 8 figures

[47] A simulation environment for drone cinematography

作者 | Fan Zhang, David Hall, Tao Xu, Stephen Boyle, David Bull

連結 | https://arxiv.org/abs/2010.01315 

[48] Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings

作者 | Kun Zhao, Yongkun Liu, Siyuan Hao, Shaoxing Lu, Hongbin Liu, Lijian Zhou

連結 | https://arxiv.org/abs/2010.01305 

[49] Deep Convolutional Neural Network Based Facial Expression Recognition in the Wild

作者 | Hafiq Anas, Bacha Rehman, Wee Hong Ong

連結 | https://arxiv.org/abs/2010.01301 

備註 | 3 pages, 1 figure

[50] Unsupervised Shadow Removal Using Target Consistency Generative Adversarial Network

作者 | Chao Tan, Xin Feng

連結 | https://arxiv.org/abs/2010.01291 

[51] Generating the Cloud Motion Winds Field from Satellite Cloud Imagery Using Deep Learning Approach

作者 | Chao Tan

連結 | https://arxiv.org/abs/2010.01283 

[52] TCLNet: Learning to Locate Typhoon Center Using Deep Neural Network

作者 | Chao Tan

連結 | https://arxiv.org/abs/2010.01282 

[53] UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration

作者 | Jingfei Chang, Yang Lu, Ping Xue, Xing Wei, Zhen Wei

連結 | https://arxiv.org/abs/2010.01251 

備註 | 21 pages,7 figures and 5 tables

[54] 3D-Aided Data Augmentation for Robust Face Understanding

作者 | Yifan Xing, Yuanjun Xiong, Wei Xia

連結 | https://arxiv.org/abs/2010.01246 

[55] Consensus Clustering with Unsupervised Representation Learning

作者 | Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Urun Dogan

連結 | https://arxiv.org/abs/2010.01245 

[56] Nonconvex Regularization for Network Slimming:Compressing CNNs Even More

作者 | Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin

連結 | https://arxiv.org/abs/2010.01242 

備註 | Will be published in ISVC'20

[57] A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations

作者 | Gustavo Olague, Gerardo Ibarra-Vazquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo, Axel Martinez

連結 | https://arxiv.org/abs/2010.01238 

備註 | 13 pages, 3 figures, International Symposium on Visual Computing 2020

[58] Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements

作者 | Arun Das, Jeffrey Mock, Henry Chacon, Farzan Irani, Edward Golob, Peyman Najafirad

連結 | https://arxiv.org/abs/2010.01231 

備註 | Submitting to IEEE Trans. 10 pages, 7 figures. Final Manuscript

[59] Video Saliency Detection with Domain Adaption using Hierarchical Gradient Reversal Layers

作者 | Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato

連結 | https://arxiv.org/abs/2010.01220 

[60] Artificial Intelligence Enabled Traffic Monitoring System

作者 | Vishal Mandal, Abdul Rashid Mussah, Peng Jin, Yaw Adu-Gyamfi

連結 | https://arxiv.org/abs/2010.01217 

[61] Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking

作者 | Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba

連結 | https://arxiv.org/abs/2010.01204 

備註 | ACCV 2020 Camera Ready Extended Version

[62] Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images

作者 | John B. Sigman, Gregory P. Spell, Kevin J Liang, Lawrence Carin

連結 | https://arxiv.org/abs/2010.01202 

[63] Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views

作者 | Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra

連結 | https://arxiv.org/abs/2010.01191 

[64] Adaptive Neural Layer for Globally Filtered Segmentation

作者 | Viktor Shipitsin, Iaroslav Bespalov, Dmitry V. Dylov

連結 | https://arxiv.org/abs/2010.01177 

備註 | 10 pages, 12 figures (main article and supplementary material). V.S. and I.B contributed equally, D.V.D is Corresponding author

[65] Machine learning approach to force reconstruction in photoelastic materials

作者 | Renat Sergazinov, Miroslav Kramar

連結 | https://arxiv.org/abs/2010.01163 

備註 | 20 pages, 6 figures, 2 tables

[66] MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis

作者 | Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan

連結 | https://arxiv.org/abs/2010.01158 

備註 | Accepted by ACM Multimedia 2020

[67] Semantics-Guided Clustering with Deep Progressive Learning for Semi-Supervised Person Re-identification

作者 | Chih-Ting Liu, Yu-Jhe Li, Shao-Yi Chien, Yu-Chiang Frank Wang

連結 | https://arxiv.org/abs/2010.01148 

[68] Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review

作者 | Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, et al.

連結 | https://arxiv.org/abs/2010.02154 

備註 | 29 pages, 4 tables

[69] i-DenseNets

作者 | Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai

連結 | https://arxiv.org/abs/2010.02125 

[70] Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT

作者 | Omar Ibrahim Alirr

連結 | https://arxiv.org/abs/2010.01982 

[71] Machine Learning and Computer Vision Techniques to Predict Thermal Properties of Particulate Composites

作者 | Fazlolah Mohaghegh, Jayathi Murthy

連結 | https://arxiv.org/abs/2010.01968 

[72] A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset

作者 | David Azcona, Kevin McGuinness, Alan F. Smeaton

連結 | https://arxiv.org/abs/2010.01947 

[73] Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting

作者 | Bao Nguyen, Adam Feldman, Sarath Bethapudi, Andrew Jennings, Chris G. Willcocks

連結 | https://arxiv.org/abs/2010.01942 

備註 | 5 pages, 6 figures

[74] Test-time Unsupervised Domain Adaptation

作者 | Thomas Varsavsky, Mauricio Orbes-Arteaga, Carole H. Sudre, Mark S. Graham, Parashkev Nachev, M. Jorge Cardoso

連結 | https://arxiv.org/abs/2010.01926 

備註 | Accepted at MICCAI 2020

[75] Quantifying Statistical Significance of Neural Network Representation-Driven Hypotheses by Selective Inference

作者 | Vo Nguyen Le Duy, Shogo Iwazaki, Ichiro Takeuchi

連結 | https://arxiv.org/abs/2010.01823 

[76] DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks

作者 | Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy

連結 | https://arxiv.org/abs/2010.01795 

備註 | The first two authors contributed equally to this paper

[77] Towards Generalized and Distributed Privacy-Preserving Representation Learning

作者 | Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Christopher Brinton, Carlee Joe-Wong, Saurabh Bagchi

連結 | https://arxiv.org/abs/2010.01792 

備註 | 19 pages, 22 figures

[78] Photon-Driven Neural Path Guiding

作者 | Shilin Zhu, Zexiang Xu, Tiancheng Sun, Alexandr Kuznetsov, Mark Meyer, Henrik Wann Jensen, Hao Su, Ravi Ramamoorthi

連結 | https://arxiv.org/abs/2010.01775 

備註 | Keywords: computer graphics, rendering, path tracing, path guiding, machine learning, neural networks, denoising, reconstruction

[79] OLALA: Object-Level Active Learning Based Layout Annotation

作者 | Zejiang Shen, Jian Zhao, Melissa Dell, Yaoliang Yu, Weining Li

連結 | https://arxiv.org/abs/2010.01762 

備註 | 8 pages, 3 figures

[80] Learning Manifold Implicitly via Explicit Heat-Kernel Learning

作者 | Yufan Zhou, Changyou Chen, Jinhui Xu

連結 | https://arxiv.org/abs/2010.01761 

項目連結 | https://github.com/drboog/Heat-Kernel

備註 | Accepted by NeurIPS 2020

[81] Lipschitz Bounded Equilibrium Networks

作者 | Max Revay, Ruigang Wang, Ian R. Manchester

連結 | https://arxiv.org/abs/2010.01732 

備註 | Conference submission, 19 pages

[82] Surface Agnostic Metrics for Cortical Volume Segmentation and Regression

作者 | Samuel Budd, Prachi Patkee, Ana Baburamani, Mary Rutherford, Emma C. Robinson, Bernhard Kainz

連結 | https://arxiv.org/abs/2010.01669 

備註 | Best Paper Honourable Mentions @ MLCN 2020 (MICCAI 2020)

[83] KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation

作者 | Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel

連結 | https://arxiv.org/abs/2010.01663 

備註 | Journal Extension of KiU-Net (MICCAI-2020)

[84] AFN: Attentional Feedback Network based 3D Terrain Super-Resolution

作者 | Ashish Kubade, Diptiben Patel, Avinash Sharma, K. S. Rajan

連結 | https://arxiv.org/abs/2010.01626 

備註 | Accepted as oral at ACCV 2020

[85] AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning

作者 | Ezequiel de la Rosa, Diana M. Sima, Bjoern Menze, Jan S. Kirschke, David Robben

連結 | https://arxiv.org/abs/2010.01617 

備註 | Preprint submitted to Elsevier

[86] Collaborative Tracking and Capture of Aerial Object using UAVs

作者 | Lima Agnel Tony, Shuvrangshu Jana, Varun V P, Vidyadhara B V, Mohitvishnu S Gadde, Abhishek Kashyap, Rahul Ravichandran, Debasish Ghose

連結 | https://arxiv.org/abs/2010.01588 

[87] Facial gesture interfaces for expression and communication

作者 | Michael J. Lyons

連結 | https://arxiv.org/abs/2010.01567 

備註 | 6 pages, 8 figures

[88] Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation

作者 | Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng

連結 | https://arxiv.org/abs/2010.01532 

備註 | Accepted by AAAI 2020

[89] Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors

作者 | Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov

連結 | https://arxiv.org/abs/2010.01446 

[90] autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients

作者 | Ruisheng Su, Sandra A.P. Cornelissen, Matthijs van der Sluijs, Adriaan C.G.M. van Es, Wim H. van Zwam, Diederik W.J. Dippel, Geert Lycklama, Pieter Jan van Doormaal, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum

連結 | https://arxiv.org/abs/2010.01432 

[91] Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation

作者 | Madhu Vankadari, Sourav Garg, Anima Majumder, Swagat Kumar, Ardhendu Behera

連結 | https://arxiv.org/abs/2010.01402 

備註 | ECCV 2020

[92] COVID-19 Classification of X-ray Images Using Deep Neural Networks

作者 | Elisha Goldstein, Daphna Keidar, Daniel Yaron, et al.

連結 | https://arxiv.org/abs/2010.01362 

備註 | Elisha Goldstein, Daphna Keidar, and Daniel Yaron have made an equal contribution and are equal first authors, listed alphabetically

[93] WeMix: How to Better Utilize Data Augmentation

作者 | Yi Xu, Asaf Noy, Ming Lin, Qi Qian, Hao Li, Rong Jin

連結 | https://arxiv.org/abs/2010.01267 

[94] CorrAttack: Black-box Adversarial Attack with Structured Search

作者 | Zhichao Huang, Yaowei Huang, Tong Zhang

連結 | https://arxiv.org/abs/2010.01250 

[95] Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening

作者 | Sumeet Menon, David Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury

連結 | https://arxiv.org/abs/2010.01173 

備註 | This paper has been accepted at the ACM SIGKDD Workshop DCCL 2019. 

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