計算機視覺（3月20日更新版）
[1] GAN Compression: Efficient Architectures for Interactive Conditional GANs
作者 | Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, Song Han
連結 | https://arxiv.org/pdf/2003.08936
[2] Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression
作者 | Yawei Li, Shuhang Gu, Christoph Mayer, Luc Van Gool, Radu Timofte
連結 | https://arxiv.org/pdf/2003.08935
備註 | Accepted by CVPR2020.
[3] NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
作者 | Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, Ren Ng
連結 | https://arxiv.org/pdf/2003.08934
[4] Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo
作者 | Ayan Sinha, Zak Murez, James Bartolozzi, Vijay Badrinarayanan, Andrew Rabinovich
連結 | https://arxiv.org/pdf/2003.08933
[5] GIQA: Generated Image Quality Assessment
作者 | Shuyang Gu, Jianmin Bao, Dong Chen, Fang Wen
連結 | https://arxiv.org/pdf/2003.08932
[6] Normalized and Geometry-Aware Self-Attention Network for Image Captioning
作者 | Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu
連結 | https://arxiv.org/pdf/2003.08897
備註 | Accepted by CVPR 2020
[7] Local Rotation Invariance in 3D CNNs
作者 | Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
連結 | https://arxiv.org/pdf/2003.08890
[8] Unique Geometry and Texture from Corresponding Image Patches
作者 | Dor Verbin, Steven J. Gortler, Todd Zickler
連結 | https://arxiv.org/pdf/2003.08885
[9] Across Scales \& Across Dimensions: Temporal Super-Resolution using Deep Internal Learning
作者 | Liad Pollak Zuckerman, Shai Bagon, Eyal Naor, George Pisha, Michal Irani
連結 | https://arxiv.org/pdf/2003.08872
[10] Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
作者 | Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
連結 | https://arxiv.org/pdf/2003.08866
[11] JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention
作者 | Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma
連結 | https://arxiv.org/pdf/2003.08834
[12] DHOG: Deep Hierarchical Object Grouping
作者 | Luke Nicholas Darlow, Amos Storkey
連結 | https://arxiv.org/pdf/2003.08821
備註 | submitted to ECCV 2020
[13] Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls
作者 | Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan
連結 | https://arxiv.org/pdf/2003.08818
[14] Functional Data Analysis and Visualisation of Three-dimensional Surface Shape
作者 | Stanislav Katina, Liberty Vittert, Adrian W. Bowman
連結 | https://arxiv.org/pdf/2003.08817
[15] Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation
作者 | Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji
連結 | https://arxiv.org/pdf/2003.08813
備註 | accpected by CVPR2020 (oral)
[16] Deep Learning for Automatic Tracking of Tongue Surface in Real-time Ultrasound Videos, Landmarks instead of Contours
作者 | M. Hamed Mozaffari, Won-Sook Lee
連結 | https://arxiv.org/pdf/2003.08808
[17] MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality
作者 | Zhengyang Wu, Srivignesh Rajendran, Tarrence van As, Joelle Zimmermann, Vijay Badrinarayanan, Andrew Rabinovich
連結 | https://arxiv.org/pdf/2003.08806
[18] Deep Object Detection based Mitosis Analysis in Breast Cancer Histopathological Images
作者 | Anabia Sohail, Muhammad Ahsan Mukhtar, Asifullah Khan, Muhammad Mohsin Zafar, Aneela Zameer, Saranjam Khan
連結 | https://arxiv.org/pdf/2003.08803
[19] Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction
作者 | Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian
連結 | https://arxiv.org/pdf/2003.08802
[20] Pedestrian Detection: The Elephant In The Room
作者 | Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao
連結 | https://arxiv.org/pdf/2003.08799
[21] Incremental Object Detection via Meta-Learning
作者 | K J Joseph, Jathushan Rajasegaran, Salman Khan, Fahad Shahbaz Khan, Vineeth Balasubramanian, Ling Shao
連結 | https://arxiv.org/pdf/2003.08798
[22] Teacher-Student chain for efficient semi-supervised histology image classification
作者 | Shayne Shaw, Maciej Pajak, Aneta Lisowska, Sotirios A Tsaftaris, Alison Q O'Neil
連結 | https://arxiv.org/pdf/2003.08797
備註 | AI for Affordable Healthcare workshop at ICLR 2020
[23] Deep Active Learning for Remote Sensing Object Detection
作者 | Zhenshen Qu, Jingda Du, Yong Cao, Qiuyu Guan, Pengbo Zhao
連結 | https://arxiv.org/pdf/2003.08793
[24] High-Resolution Daytime Translation Without Domain Labels
作者 | Ivan Anokhin, Pavel Solovev, Denis Korzhenkov, Alexey Kharlamov, Taras Khakhulin, Gleb Sterkin, Alexey Silvestrov, Sergey Nikolenko, Victor Lempitsky
連結 | https://arxiv.org/pdf/2003.08791
備註 | accepted to CVPR 2020
[25] Child Face Age-Progression via Deep Feature Aging
作者 | Debayan Deb, Divyansh Aggarwal, Anil K. Jain
連結 | https://arxiv.org/pdf/2003.08788
[26] Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection
作者 | Zongxian Li, Qixiang Ye, Chong Zhang, Jingjing Liu, Shijian Lu, Yonghong Tian
連結 | https://arxiv.org/pdf/2003.08777
[27] Measuring and improving the quality of visual explanations
作者 | Agnieszka Grabska-Barwińska
連結 | https://arxiv.org/pdf/2003.08774
[28] Do CNNs Encode Data Augmentations?
作者 | Eddie Yan, Yanping Huang
連結 | https://arxiv.org/pdf/2003.08773
[29] "Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features
作者 | Tim Oosterhuis, Lambert Schomaker
連結 | https://arxiv.org/pdf/2003.08771
[30] ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection
作者 | Chenhan Jiang, Shaoju Wang, Hang Xu, Xiaodan Liang, Nong Xiao
連結 | https://arxiv.org/pdf/2003.08770
[31] Personalized Taste and Cuisine Preference Modeling via Images
作者 | Nitish Nag, Bindu Rajanna, Ramesh Jain
連結 | https://arxiv.org/pdf/2003.08769
[32] A Review of Computational Approaches for Evaluation of Rehabilitation Exercises
作者 | Yalin Liao, Aleksandar Vakanski, Min Xian, David Paul, Russell Baker
連結 | https://arxiv.org/pdf/2003.08767
[33] Dense Crowds Detection and Surveillance with Drones using Density Maps
作者 | Javier Gonzalez-Trejo, Diego Mercado-Ravell
連結 | https://arxiv.org/pdf/2003.08766
[34] Salient Facial Features from Humans and Deep Neural Networks
作者 | Shanmeng Sun, Wei Zhen Teoh, Michael Guerzhoy
連結 | https://arxiv.org/pdf/2003.08765
[35] Shape retrieval of non-rigid 3d human models
作者 | David Pickup, Xianfang Sun, Paul L Rosin, Ralph R Martin, Z Cheng, Zhouhui Lian, Masaki Aono, A Ben Hamza, A Bronstein, M Bronstein, S Bu, Umberto Castellani, S Cheng, Valeria Garro, Andrea Giachetti, Afzal Godil, Luca Isaia, J Han, Henry Johan, L Lai, Bo Li, C Li, Haisheng Li, Roee Litman, X Liu, Z Liu, Yijuan Lu, L Sun, G Tam, Atsushi Tatsuma, J Ye
連結 | https://arxiv.org/pdf/2003.08763
備註 | International Journal of Computer Vision, 2016
[36] Exemplar Normalization for Learning Deep Representation
作者 | Ruimao Zhang, Zhanglin Peng, Lingyun Wu, Zhen Li, Ping Luo
連結 | https://arxiv.org/pdf/2003.08761
備註 | Accepted by CVPR2020, normalization methods, image classification
[37] A Question-Centric Model for Visual Question Answering in Medical Imaging
作者 | Minh H. Vu, Tommy L枚fstedt, Tufve Nyholm, Raphael Sznitman
連結 | https://arxiv.org/pdf/2003.08760
備註 | Accepted at IEEE Transactions on Medical Imaging
[38] FePh: An Annotated Facial Expression Dataset for the RWTH-PHOENIX-Weather 2014 Dataset
作者 | Marie Alaghband, Niloofar Yousefi, Ivan Garibay
連結 | https://arxiv.org/pdf/2003.08759
[39] A Compact Spectral Descriptor for Shape Deformations
作者 | Skylar Sible, Rodrigo Iza-Teran, Jochen Garcke, Nikola Aulig, Patricia Wollstadt
連結 | https://arxiv.org/pdf/2003.08758
備註 | To be published in Proc. of the European Conference on Artificial Intelligence 2020
[40] Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles
作者 | Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang
連結 | https://arxiv.org/pdf/2003.08757
[41] Deep Neural Network Perception Models and Robust Autonomous Driving Systems
作者 | Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul Fieguth, Alexander Wong
連結 | https://arxiv.org/pdf/2003.08756
[42] Adaptive binarization based on fuzzy integrals
作者 | Francesco Bardozzo, Borja De La Osa, Lubomira Horanska, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernandez, Humberto Bustince
連結 | https://arxiv.org/pdf/2003.08755
備註 | Journal paper under a revision of IEEE Transactions on Image Processing
[43] SAM: The Sensitivity of Attribution Methods to Hyperparameters
作者 | Naman Bansal, Chirag Agarwal, Anh Nguyen
連結 | https://arxiv.org/pdf/2003.08754
備註 | To appear at CVPR 2020
[44] FineHand: Learning Hand Shapes for American Sign Language Recognition
作者 | Al Amin Hosain, Panneer Selvam Santhalingam, Parth Pathak, Huzefa Rangwala, Jana Kosecka
連結 | https://arxiv.org/pdf/2003.08753
[45] Hierarchical Modes Exploring in Generative Adversarial Networks
作者 | Mengxiao Hu, Jinlong Li, Maolin Hu, Tao Hu
連結 | https://arxiv.org/pdf/2003.08752
[46] Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection
作者 | Ines Rieger, Jaspar Pahl, Dominik Seuss
連結 | https://arxiv.org/pdf/2003.08751
備註 | Accepted at the 15th IEEE International Conference on Automatic Face and Gesture Recognition 2020, Workshop "Affect Recognition in-the-wild: Uni/Multi-Modal Analysis & VA-AU-Expression Challenges".
[47] Longevity Associated Geometry Identified in Satellite Images: Sidewalks, Driveways and Hiking Trails
作者 | Joshua J. Levy, Rebecca M. Lebeaux, Anne G. Hoen, Brock C. Christensen, Louis J. Vaickus, Todd A. MacKenzie
連結 | https://arxiv.org/pdf/2003.08750
[48] Toward Enabling a Reliable Quality Monitoring System for Additive Manufacturing Process using Deep Convolutional Neural Networks
作者 | Yaser Banadaki, Nariman Razaviarab, Hadi Fekrmandi, Safura Sharifi
連結 | https://arxiv.org/pdf/2003.08749
[49] Reduction of Surgical Risk Through the Evaluation of Medical Imaging Diagnostics
作者 | Marco A. V. M. Grinet, Nuno M. Garcia, Ana I. R. Gouveia, Jose A. F. Moutinho, Abel J. P. Gomes
連結 | https://arxiv.org/pdf/2003.08748
備註 | Scientific grant report
[50] IROF: a low resource evaluation metric for explanation methods
作者 | Laura Rieger, Lars Kai Hansen
連結 | https://arxiv.org/pdf/2003.08747
[51] On the Road with 16 Neurons: Mental Imagery with Bio-inspired Deep Neural Networks
作者 | Alice Plebe, Mauro Da Lio
連結 | https://arxiv.org/pdf/2003.08745
[52] PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving
作者 | Thibault Buhet, Emilie Wirbel, Xavier Perrotton
連結 | https://arxiv.org/pdf/2003.08744
[53] Generative Multi-Stream Architecture For American Sign Language Recognition
作者 | Dom Huh, Sai Gurrapu, Frederick Olson, Huzefa Rangwala, Parth Pathak, Jana Kosecka
連結 | https://arxiv.org/pdf/2003.08743
[54] A CNN-based Patent Image Retrieval Method for Design Ideation
作者 | Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava, Jie Hu, Christopher L. Magee
連結 | https://arxiv.org/pdf/2003.08741
[55] Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE
作者 | Vijaya Kumar Sundar, Shreyas Ramakrishna, Zahra Rahiminasab, Arvind Easwaran, Abhishek Dubey
連結 | https://arxiv.org/pdf/2003.08740
備註 | Workshop on Assured Autonomy (WAAS) -2020
[56] A Matlab Toolbox for Feature Importance Ranking
作者 | Shaode Yu, Zhicheng Zhang, Xiaokun Liang, Junjie Wu, Erlei Zhang, Wenjian Qin, Yaoqin Xie
連結 | https://arxiv.org/pdf/2003.08737
[57] Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes
作者 | Genshun Dong, Yan Yan, Chunhua Shen, Hanzi Wang
連結 | https://arxiv.org/pdf/2003.08736
[58] Fast Distance-based Anomaly Detection in Images Using an Inception-like Autoencoder
作者 | Natasa Sarafijanovic-Djukic, Jesse Davis
連結 | https://arxiv.org/pdf/2003.08731
備註 | 22nd International Conference on Discovery Science, DS 2019
[59] Customized Video QoE Estimation with Algorithm-Agnostic Transfer Learning
作者 | Selim Ickin, Markus Fiedler, Konstantinos Vandikas
連結 | https://arxiv.org/pdf/2003.08730
[60] Dynamic Spatiotemporal Graph Neural Network with Tensor Network
作者 | Chengcheng Jia, Bo Wu, Xiao-Ping Zhang
連結 | https://arxiv.org/pdf/2003.08729
[61] Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding
作者 | Thierry Deruyttere, Guillem Collell, Marie-Francine Moens
連結 | https://arxiv.org/pdf/2003.08717
[62] Leveraging Frequency Analysis for Deep Fake Image Recognition
作者 | Joel Frank, Thorsten Eisenhofer, Lea Sch枚nherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz
連結 | https://arxiv.org/pdf/2003.08685
[63] Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment
作者 | Rui Xiang, Rongjie Lai, Hongkai Zhao
連結 | https://arxiv.org/pdf/2003.08680
備註 | to be published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[64] LANCE: efficient low-precision quantized Winograd convolution for neural networks based on graphics processing units
作者 | Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng
連結 | https://arxiv.org/pdf/2003.08646
備註 | Accepted by ICASSP 2020
[65] Detecting Deepfakes with Metric Learning
作者 | Akash Kumar, Arnav Bhavsar
連結 | https://arxiv.org/pdf/2003.08645
[66] Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames
作者 | Osamu Shouno
連結 | https://arxiv.org/pdf/2003.08635
[67] Unsupervised text line segmentation
作者 | Berat Kurar Barakat, Ahmad Droby, Rym Alasam, Boraq Madi, Irina Rabaev, Raed Shammes, Jihad El-Sana
連結 | https://arxiv.org/pdf/2003.08632
備註 | First attempt that uses unsupervised deep CNN for text line segmentation
[68] Foldover Features for Dynamic Object Behavior Description in Microscopic Videos
作者 | Xialin Li, Chen Li, Wenwei Zhao
連結 | https://arxiv.org/pdf/2003.08628
[69] Domain-Adaptive Few-Shot Learning
作者 | An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo
連結 | https://arxiv.org/pdf/2003.08626
[70] PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
作者 | Kaichun Mo, He Wang, Xinchen Yan, Leonidas J. Guibas
連結 | https://arxiv.org/pdf/2003.08624
[71] AQPDBJUT Dataset: Picture-Based PM2.5 Monitoring in the Campus of BJUT
作者 | Yonghui Zhang (1-4), Ke Gu (1-4), Zhifang Xia (1-5), Junfei Qiao (1-4) ((1) Engineering Research Center of Intelligent Perception and Autonomous Control, AMinistry of Education, (2) Beijing Key Laboratory of Computational Intelligence and Intelligent System, (3) Beijing Key Laboratory of Computational Intelligence and Intelligent System, (4) Faculty of Information Technology, Beijing University of Technology, China, (5) State Information Center, Beijing, China)
連結 | https://arxiv.org/pdf/2003.08609
[72] Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection
作者 | Zuyao Chen, Qingming Huang
連結 | https://arxiv.org/pdf/2003.08608
[73] Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering
作者 | Hui Tang, Ke Chen, Kui Jia
連結 | https://arxiv.org/pdf/2003.08607
備註 | accepted by CVPR2020 - Oral
[74] End-to-End Deep Diagnosis of X-ray Images
作者 | Kudaibergen Urinbayev, Yerassyl Orazbek, Yernur Nurambek, Almas Mirzakhmetov, Huseyin Atakan Varol
連結 | https://arxiv.org/pdf/2003.08605
[75] Deep convolutional embedding for digitized painting clustering
作者 | Giovanna Castellano, Gennaro Vessio
連結 | https://arxiv.org/pdf/2003.08597
[76] Curriculum DeepSDF
作者 | Yueqi Duan, Haidong Zhu, He Wang, Li Yi, Ram Nevatia, Leonidas J. Guibas
連結 | https://arxiv.org/pdf/2003.08593
[77] High Accuracy Face Geometry Capture using a Smartphone Video
作者 | Shubham Agrawal, Anuj Pahuja, Simon Lucey
連結 | https://arxiv.org/pdf/2003.08583
備註 | Presented at The IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, pp. 81-90
[78] CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
作者 | Han Yang, Xingjian Zhen, Ying Chi, Lei Zhang, Xian-Sheng Hua
連結 | https://arxiv.org/pdf/2003.08560
備註 | CVPR 2020 oral. This work is done by Xingjian Zhen during internship in Alibaba Damo Academia
[79] Quality Control of Neuron Reconstruction Based on Deep Learning
作者 | Donghuan Lu, Sujun Zhao, Peng Xie, Kai Ma, Lijuan Liu, Yefeng Zheng
連結 | https://arxiv.org/pdf/2003.08556
[80] Detecting Lane and Road Markings at A Distance with Perspective Transformer Layers
作者 | Zhuoping Yu, Xiaozhou Ren, Yuyao Huang, Wei Tian, Junqiao Zhao
連結 | https://arxiv.org/pdf/2003.08550
[81] Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention
作者 | Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang
連結 | https://arxiv.org/pdf/2003.08539
備註 | accepted as a workshop paper at AI4AH, ICLR 2020
[82] Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition
作者 | Yunhao Ge, Jiaping Zhao, Laurent Itti
連結 | https://arxiv.org/pdf/2003.08526
[83] SAPIEN: A SimulAted Part-based Interactive ENvironment
作者 | Fanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia, Hao Zhu, Fangchen Liu, Minghua Liu, Hanxiao Jiang, Yifu Yuan, He Wang, Li Yi, Angel X. Chang, Leonidas J. Guibas, Hao Su
連結 | https://arxiv.org/pdf/2003.08515
[84] Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency
作者 | Gökhan Yildirim, Debashis Sen, Mohan Kankanhalli, Sabine Süsstrunk
連結 | https://arxiv.org/pdf/2003.08514
備註 | Accepted Article
[85] A Metric Learning Reality Check
作者 | Kevin Musgrave, Serge Belongie, Ser-Nam Lim
連結 | https://arxiv.org/pdf/2003.08505
[86] Reconstructing Sinus Anatomy from Endoscopic Video -- Towards a Radiation-free Approach for Quantitative Longitudinal Assessment
作者 | Xingtong Liu, Maia Stiber, Jindan Huang, Masaru Ishii, Gregory D. Hager, Russell H. Taylor, Mathias Unberath
連結 | https://arxiv.org/pdf/2003.08502
[87] Gaze-Sensing LEDs for Head Mounted Displays
作者 | Kaan Akşit, Jan Kautz, David Luebke
連結 | https://arxiv.org/pdf/2003.08499
備註 | THIS WORK WAS CONDUCTED IN 2015
[88] Self-Supervised Contextual Bandits in Computer Vision
作者 | Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles, Denis Charles, Eren Manavoglu, Urun Dogan
連結 | https://arxiv.org/pdf/2003.08485
[89] Visual link retrieval and knowledge discovery in painting datasets
作者 | Giovanna Castellano, Eufemia Lella, Gennaro Vessio
連結 | https://arxiv.org/pdf/2003.08476
備註 | submitted to Multimedia Tools and Applications
[90] Semi-supervised few-shot learning for medical image segmentation
作者 | Abdur R Feyjie, Reza Azad, Marco Pedersoli, Claude Kauffman, Ismail Ben Ayed, Jose Dolz
連結 | https://arxiv.org/pdf/2003.08462
[91] Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble
作者 | Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Alan L. Yuille
連結 | https://arxiv.org/pdf/2003.08441
[92] Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
作者 | Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan Yuille
連結 | https://arxiv.org/pdf/2003.08440
[93] Collaborative Distillation for Ultra-Resolution Universal Style Transfer
作者 | Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang
連結 | https://arxiv.org/pdf/2003.08436
備註 | Accepted by CVPR 2020
[94] STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
作者 | Ali Athar, Sabarinath Mahadevan, Aljo擰a O擰ep, Laura Leal-Taix茅, Bastian Leibe
連結 | https://arxiv.org/pdf/2003.08429
[95] Volumetric parcellation of the right ventricle for regional geometric and functional assessment
作者 | Gabriel Bernardino, Amir Hodzic, Helene Langet, Mathieu De Craene, Miguel Angel González Ballester, Eric Saloux, Bart Bijnens
連結 | https://arxiv.org/pdf/2003.08423
[96] Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray
作者 | Weinan Song, Yuan Liang, Kun Wang, Lei He
連結 | https://arxiv.org/pdf/2003.08413
[97] A Content Transformation Block For Image Style Transfer
作者 | Dmytro Kotovenko, Artsiom Sanakoyeu, Pingchuan Ma, Sabine Lang, Bj枚rn Ommer
連結 | https://arxiv.org/pdf/2003.08407
備註 | Accepted to CVPR 2019
[98] Adversarial Texture Optimization from RGB-D Scans
作者 | Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu Max Jiang, Leonidas Guibas, Matthias Nießner, Thomas Funkhouser
連結 | https://arxiv.org/pdf/2003.08400
[99] Overinterpretation reveals image classification model pathologies
作者 | Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford
連結 | https://arxiv.org/pdf/2003.08907
[100] Brain tumor segmentation with missing modalities via latent multi-source correlation representation
作者 | Tongxue Zhou, Stephane Canu, Pierre Vera, Su Ruan
連結 | https://arxiv.org/pdf/2003.08870
[101] DRST: Deep Residual Shearlet Transform for Densely Sampled Light Field Reconstruction
作者 | Yuan Gao, Robert Bregovic, Reinhard Koch, Atanas Gotchev
連結 | https://arxiv.org/pdf/2003.08865
[102] Goal-Conditioned End-to-End Visuomotor Control for Versatile Skill Primitives
作者 | Oliver Groth, Chia-Man Hung, Andrea Vedaldi, Ingmar Posner
連結 | https://arxiv.org/pdf/2003.08854
[103] Addressing the Memory Bottleneck in AI Model Training
作者 | David Ojika, Bhavesh Patel, G. Anthony Reina, Trent Boyer, Chad Martin, Prashant Shah
連結 | https://arxiv.org/pdf/2003.08732
備註 | Presented at Workshop on MLOps Systems at MLSys 2020 Conference, Austin TX
[104] RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images
作者 | Amine Amyar, Su Ruan, Pierre Vera, Pierre Decazes, Romain Modzelewski
連結 | https://arxiv.org/pdf/2003.08663
[105] Backdooring and Poisoning Neural Networks with Image-Scaling Attacks
作者 | Erwin Quiring, Konrad Rieck
連結 | https://arxiv.org/pdf/2003.08633
備註 | IEEE Deep Learning and Security Workshop (DLS) 2020
[106] HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture
作者 | Deepak Singla, Soham Chatterjee, Lavanya Ramapantulu, Andres Ussa, Bharath Ramesh, Arindam Basu
連結 | https://arxiv.org/pdf/2003.08603
[107] Ensemble learning in CNN augmented with fully connected subnetworks
作者 | Daiki Hirata, Norikazu Takahashi
連結 | https://arxiv.org/pdf/2003.08562
[108] Lifelong Learning with Searchable Extension Units
作者 | Wenjin Wang, Yunqing Hu, Yin Zhang
連結 | https://arxiv.org/pdf/2003.08559
[109] Extremal Region Analysis based Deep Learning Framework for Detecting Defects
作者 | Zelin Deng, Xiaolong Yan, Shengjun Zhang, Colleen P. Bailey
連結 | https://arxiv.org/pdf/2003.08525
[110] Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Sensing, Temporal Windowing, and Linear and Recurrent Neural Network Compensation
作者 | Minho Hwang, Brijen Thananjeyan, Samuel Paradis, Daniel Seita, Jeffrey Ichnowski, Danyal Fer, Thomas Low, Ken Goldberg
連結 | https://arxiv.org/pdf/2003.08520
[111] MINT: Deep Network Compression via Mutual Information-based Neuron Trimming
作者 | Madan Ravi Ganesh, Jason J. Corso, Salimeh Yasaei Sekeh
連結 | https://arxiv.org/pdf/2003.08472
[112] Two Tier Prediction of Stroke Using Artificial Neural Networks and Support Vector Machines
作者 | Jerrin Thomas Panachakel, Jeena R.S
連結 | https://arxiv.org/pdf/2003.08354
[113] Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation
作者 | Jiazhao Zhang, Chenyang Zhu, Lintao Zheng, Kai Xu
連結 | https://arxiv.org/pdf/2003.06233
備註 | To be presented at CVPR 2020