每日論文速遞:計算機視覺相關(10月13日更新版)

2021-02-18 深度學習這件小事

出品 | 深度學習這件小事公眾號

[1] Cut-and-Paste Neural Rendering

作者 | Anand Bhattad, David A. Forsyth

連結 | https://arxiv.org/abs/2010.05907

項目連結 | https://anandbhattad.github.io/projects/reshading/

備註 | Convincing cut-and-paste reshading by consistent image decomposition inferences

 

[2] PANDA -- Adapting Pretrained Features for Anomaly Detection

作者 | Tal Reiss, Niv Cohen, Liron Bergman, Yedid Hoshen

連結 | https://arxiv.org/abs/2010.05903

 

[3] Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph

作者 | Jingkang Yang, Weirong Chen, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang

連結 | https://arxiv.org/abs/2010.05864

備註 | Accepted to ACM Multimedia 2020 (Oral)

 

[4] On the Minimal Recognizable Image Patch

作者 | Mark Fonaryov, Michael Lindenbaum

連結 | https://arxiv.org/abs/2010.05858

備註 | Submitted to ICPR2020

 

[5] Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks

作者 | Chuanbo Wang, DM Anisuzzaman, Victor Williamson, Mrinal Kanti Dhar, Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu

連結 | https://arxiv.org/abs/2010.05855

 

[6] Neural Enhancement in Content Delivery Systems: The State-of-the-Art and Future Directions

作者 | Royson Lee, Stylianos I. Venieris, Nicholas D. Lane

連結 | https://arxiv.org/abs/2010.05838

備註 | Accepted at the 1st Workshop on Distributed Machine Learning at CoNEXT 2020 (DistributedML 2020)

 

[7] Viewpoint-Aware Channel-Wise Attentive Network for Vehicle Re-Identification

作者 | Tsai-Shien Chen, Man-Yu Lee, Chih-Ting Liu, Shao-Yi Chien

連結 | https://arxiv.org/abs/2010.05810

備註 | CVPR Workshop 2020

 

[8] Pedestrian Trajectory Prediction with Convolutional Neural Networks

作者 | Simone Zamboni, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Noren Christoffer, Laura Dal Col

連結 | https://arxiv.org/abs/2010.05796

備註 | 33 pages, 10 figures. This article is a preprint submitted to Pattern Recognition Journal

 

[9] Permuted AdaIN: Enhancing the Representation of Local Cues in Image Classifiers

作者 | Oren Nuriel, Sagie Benaim, Lior Wolf

連結 | https://arxiv.org/abs/2010.05785

備註 | 8 pages, 3 figures

 

[10] Hierarchical Attention Learning of Scene Flow in 3D Point Clouds

作者 | Guangming Wang, Xinrui Wu, Zhe Liu, Hesheng Wang

連結 | https://arxiv.org/abs/2010.05762

備註 | 13 pages, 7 figures, under review

 

[11] Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network

作者 | Jialu Huang, Jing Liao, Sam Kwong

連結 | https://arxiv.org/abs/2010.05713

備註 | 2020 IEEE. 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

 

[12] A Novel Strategy for COVID-19 Classification from Chest X-ray Images Using Deep Stacked-Ensembles

作者 | Lalith Bharadwaj B, Rohit Boddeda, Sai Vardhan K, Sai Mohan G, Sai Deepak V, Shilhora Akshay Patel

連結 | https://arxiv.org/abs/2010.05690

備註 | pre-print

 

[13] Asymmetric Siamese Networks for Semantic Change Detection

作者 | Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo

連結 | https://arxiv.org/abs/2010.05687

 

[14] Graph Regularized Nonnegative Tensor Ring Decomposition for Multiway Representation Learning

作者 | Yuyuan Yu, Guoxu Zhou, Ning Zheng, Shengli Xie, Qibin Zhao

連結 | https://arxiv.org/abs/2010.05657

備註 | 13 pages, 7 figures

 

[15] The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain

作者 | Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella

連結 | https://arxiv.org/abs/2010.05654

 

[16] Convolutional Neural Network optimization via Channel Reassessment Attention module

作者 | YuTao Shen, Ying Wen

連結 | https://arxiv.org/abs/2010.05605

 

[17] Omni-Directional Image Generation from Single Snapshot Image

作者 | Keisuke Okubo, Takao Yamanaka

連結 | https://arxiv.org/abs/2010.05600

備註 | SMC2020

 

[18] MS[Math Processing Error]L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition

作者 | Lilang Lin, Sijie Song, Wenhan Yan, Jiaying Liu

連結 | https://arxiv.org/abs/2010.05599

 

[19] High-Fidelity 3D Digital Human Creation from RGB-D Selfies

作者 | Xiangkai Lin, Yajing Chen, Linchao Bao, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang

連結 | https://arxiv.org/abs/2010.05562

項目連結 | https://github.com/tencent-ailab/hifi3dface_projpage

 

[20] Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection

作者 | Nian Liu, Ni Zhang, Ling Shao, Junwei Han

連結 | https://arxiv.org/abs/2010.05537

備註 | Journal extension of our CVPR paper entitled "Learning Selective Self-Mutual Attention for RGB-D Saliency Detection" appeared in CVPR 2020

 

[21] Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning

作者 | Tao Han, Junyu Gao, Yuan Yuan, Qi Wang

連結 | https://arxiv.org/abs/2010.05517

備註 | accepted by NeurIPS 2020

 

[22] Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images

作者 | Lili Lu, Weisi Guo

連結 | https://arxiv.org/abs/2010.05512

 

[23] Implicit Subspace Prior Learning for Dual-Blind Face Restoration

作者 | Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao

連結 | https://arxiv.org/abs/2010.05508

備註 | TPAMI submission

 

[24] Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints

作者 | Hao Xue, Du Q.Huynh, Mark Reynolds

連結 | https://arxiv.org/abs/2010.05507

 

[25] BiPointNet: Binary Neural Network for Point Clouds

作者 | Haotong Qin, Zhongang Cai, Mingyuan Zhang, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su

連結 | https://arxiv.org/abs/2010.05501

 

[26] Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

作者 | Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher, Jan Hendrik Metzen, Carsten Rother

連結 | https://arxiv.org/abs/2010.05495

 

[27] CC-Loss: Channel Correlation Loss For Image Classification

作者 | Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan

連結 | https://arxiv.org/abs/2010.05469

備註 | accepted by ICPR2020

 

[28] TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation

作者 | Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, Hongdong Li

連結 | https://arxiv.org/abs/2010.05468

備註 | NeurIPS 2020 preprint

 

[29] Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching

作者 | Di Hu, Rui Qian, Minyue Jiang, Xiao Tan, Shilei Wen, Errui Ding, Weiyao Lin, Dejing Dou

連結 | https://arxiv.org/abs/2010.05466

備註 | To appear in NeurIPS 2020. Previous Title: Learning to Discriminatively Localize Sounding Objects in a Cocktail-party Scenario

 

[30] Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification

作者 | Rodolfo Quispe, Helio Pedrini

連結 | https://arxiv.org/abs/2010.05435

備註 | Accepted on 25th International Conference on Pattern Recognition (ICPR2020)

 

[31] Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected ψ-Net

作者 | Zhiyang Lu, Jun Li, Hongjian He, Jun Shi

連結 | https://arxiv.org/abs/2010.05395

 

[32] A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds

作者 | Mohammad Samiul Arshad, William J. Beksi

連結 | https://arxiv.org/abs/2010.05391

備註 | To be published in the 2020 International Conference on 3D Vision (3DV)

 

[33] Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

作者 | Vishnu M. Bashyam, Jimit Doshi, Guray Erus, et al.

連結 | https://arxiv.org/abs/2010.05355

 

[34] MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models

作者 | Hari Sowrirajan, Jingbo Yang, Andrew Y. Ng, Pranav Rajpurkar

連結 | https://arxiv.org/abs/2010.05352

 

[35] Identifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge

作者 | Qishen Ha, Bo Liu, Fuxu Liu

連結 | https://arxiv.org/abs/2010.05351

備註 | 6 pages, 2 figures

 

[36] Google Landmark Recognition 2020 Competition Third Place Solution

作者 | Qishen Ha, Bo Liu, Fuxu Liu, Peiyuan Liao

連結 | https://arxiv.org/abs/2010.05350

備註 | 5 pages, 2 figures

 

[37] Self-attention aggregation network for video face representation and recognition

作者 | Ihor Protsenko, Taras Lehinevych, Dmytro Voitekh, Ihor Kroosh, Nick Hasty, Anthony Johnson

連結 | https://arxiv.org/abs/2010.05340

 

[38] Resolution Dependant GAN Interpolation for Controllable Image Synthesis Between Domains

作者 | Justin N. M. Pinkney, Doron Adler

連結 | https://arxiv.org/abs/2010.05334

備註 | 2 pages, 3 figures. Submitted to Machine Learning for Creativity and Design NeurIPS 2020 Workshop

 

[39] Revising FUNSD dataset for key-value detection in document images

作者 | Hieu M. Vu, Diep Thi-Ngoc Nguyen

連結 | https://arxiv.org/abs/2010.05322

 

[40] H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement

作者 | Peri Akiva, Matthew Purri, Kristin Dana, Beth Tellman, Tyler Anderson

連結 | https://arxiv.org/abs/2010.05309

備註 | Submitted to WACV2021

 

[41] PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation

作者 | Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda

連結 | https://arxiv.org/abs/2010.05302

備註 | Accepted at WACV 2021

 

[42] Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification

作者 | Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

連結 | https://arxiv.org/abs/2010.05300

備註 | Accepted by NeurIPS 2020

 

[43] IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

作者 | Ziyi Wu, Yueqi Duan, He Wang, Qingnan Fan, Leonidas J. Guibas

連結 | https://arxiv.org/abs/2010.05272

備註 | 15 pages, 8 figures

 

[44] Boosting Continuous Sign Language Recognition via Cross Modality Augmentation

作者 | Junfu Pu, Wengang Zhou, Hezhen Hu, Houqiang Li

連結 | https://arxiv.org/abs/2010.05264

備註 | Accepted to ACM Multimedia 2020

 

[45] Infrared target tracking based on proximal robust principal component analysis method

作者 | Chao Ma, Guohua Gu, Xin Miao, Minjie Wan, Weixian Qian, Kan Ren, Qian Chen

連結 | https://arxiv.org/abs/2010.05260

 

[46] Shape-aware Generative Adversarial Networks for Attribute Transfer

作者 | Lei Luo, William Hsu, Shangxian Wang

連結 | https://arxiv.org/abs/2010.05259

 

[47] Partial FC: Training 10 Million Identities on a Single Machine

作者 | Xiang An, Xuhan Zhu, Yang Xiao, Lan Wu, Ming Zhang, Yuan Gao, Bin Qin, Debing Zhang, Ying Fu

連結 | https://arxiv.org/abs/2010.05222

備註 | 8 pages, 9 figures

 

[48] GuCNet: A Guided Clustering-based Network for Improved Classification

作者 | Ushasi Chaudhuri, Syomantak Chaudhuri, Subhasis Chaudhuri

連結 | https://arxiv.org/abs/2010.05212

 

[49] Generalized Few-Shot Semantic Segmentation

作者 | Zhuotao Tian, Xin Lai, Li Jiang, Michelle Shu, Hengshuang Zhao, Jiaya Jia

連結 | https://arxiv.org/abs/2010.05210

備註 | 8 pages

 

[50] Constructing a Visual Relationship Authenticity Dataset

作者 | Chenhui Chu, Yuto Takebayashi, Mishra Vipul, Yuta Nakashima

連結 | https://arxiv.org/abs/2010.05185

 

[51] MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education

作者 | Cyril Zakka, Ghida Saheb, Elie Najem, Ghina Berjawi

連結 | https://arxiv.org/abs/2010.05177

 

[52] SDE-AWB: a Generic Solution for 2nd International Illumination Estimation Challenge

作者 | Yanlin Qian, Sibo Feng, Kang Qian, Miaofeng Wang

連結 | https://arxiv.org/abs/2010.05149

備註 | 6 pages; challenge paper for 2nd International Illumination Estimation Challenge, held in International Conference on Machine Vision 2020

 

[53] SDMTL: Semi-Decoupled Multi-grained Trajectory Learning for 3D human motion prediction

作者 | Xiaoli Liu, Jianqin Yin

連結 | https://arxiv.org/abs/2010.05133

 

[54] Segmenting Epipolar Line

作者 | Shengjie Li, Qi Cai, Yuanxin Wu

連結 | https://arxiv.org/abs/2010.05131

備註 | 5 pages, 6 figures

 

[55] Anomaly Detection based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation

作者 | Adil Khan, Imad E. I. Bekkouch, Taimoor S. Sheikh

連結 | https://arxiv.org/abs/2010.05119

備註 | To appear in IEEE Trans. on Neural Networks and Learning Systems

 

[56] Diagnosing and Preventing Instabilities in Recurrent Video Processing

作者 | Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh

連結 | https://arxiv.org/abs/2010.05099

 

[57] Hybrid Sequence to Sequence Model for Video Object Segmentation

作者 | Fatemeh Azimi, Stanislav Frolov, Federico Raue, Joern Hees, Andreas Dengel

連結 | https://arxiv.org/abs/2010.05069

 

[58] Meta-Aggregating Networks for Class-Incremental Learning

作者 | Yaoyao Liu, Bernt Schiele, Qianru Sun

連結 | https://arxiv.org/abs/2010.05063

項目連結 | https://github.com/yaoyao-liu/class-incremental-learning

 

[59] Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network

作者 | Jun Wang, Qianying Liu, Haotian Xie, Zhaogang Yang, Hefeng Zhou

連結 | https://arxiv.org/abs/2010.05027

備註 | 17 pages, 7 figures, 2 tables, journal

 

[60] An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images

作者 | Lidia Talavera-Martínez, Pedro Bibiloni, Manuel González-Hidalgo

連結 | https://arxiv.org/abs/2010.05013

 

[61] Light Field Salient Object Detection: A Review and Benchmark

作者 | Yao Jiang, Tao Zhou, Ge-Peng Ji, Keren Fu, Qijun Zhao, Deng-Ping Fan

連結 | https://arxiv.org/abs/2010.04968

 

[62] HCNet: Hierarchical Context Network for Semantic Segmentation

作者 | Congchong Nie, Yulong Tao, Xiaoshu Chen

連結 | https://arxiv.org/abs/2010.04962

 

[63] Selective Information Passing for MR/CT Image Segmentation

作者 | Qikui Zhu, Liang Li, Jiangnan Hao, Yunfei Zha, Yan Zhang, Yanxiang Cheng, Fei Liao, Pingxiang Li

連結 | https://arxiv.org/abs/2010.04920

 

[64] Interpretable Neural Computation for Real-World Compositional Visual Question Answering

作者 | Ruixue Tang, Chao Ma

連結 | https://arxiv.org/abs/2010.04913

備註 | PRCV 2020

 

[65] Multi-path Neural Networks for On-device Multi-domain Visual Classification

作者 | Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar

連結 | https://arxiv.org/abs/2010.04904

備註 | conference

 

[66] Deep Active Learning for Joint Classification & Segmentation with Weak Annotator

作者 | Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

連結 | https://arxiv.org/abs/2010.04889

備註 | 20 pages, 12 figures, under review

 

[67] Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework

作者 | Wenxiao Wang, Minghao Chen, Shuai Zhao, Jinming Hu, Boxi Wu, Zhengxu Yu, Deng Cai, Haifeng Liu

連結 | https://arxiv.org/abs/2010.04879

備註 | 9 pages, 3 figures

 

[68] Training Binary Neural Networks through Learning with Noisy Supervision

作者 | Kai Han, Yunhe Wang, Yixing Xu, Chunjing Xu, Enhua Wu, Chang Xu

連結 | https://arxiv.org/abs/2010.04871

備註 | ICML 2020

 

[69] CurbScan: Curb Detection and Tracking Using Multi-Sensor Fusion

作者 | Iljoo Baek, Tzu-Chieh Tai, Manoj Mohan Bhat, Karun Ellango, Tarang Shah, Kamal Fuseini, Ragunathan (Raj) Rajkumar

連結 | https://arxiv.org/abs/2010.04837

備註 | Accepted to IEEE ITSC-2020 conference

 

[70] Cluster Activation Mapping with Applications to Medical Imaging

作者 | Sarah Ryan, Nichole Carlson, Harris Butler, Tasha Fingerlin, Lisa Maier, Fuyong Xing

連結 | https://arxiv.org/abs/2010.04794

 

[71] Predictive Modeling of Anatomy with Genetic and Clinical Data

作者 | Adrian V. Dalca, Ramesh Sridharan, Mert R. Sabuncu, Polina Golland

連結 | https://arxiv.org/abs/2010.04757

備註 | MICCAI 2015. Keywords: Neuroimaging, Anatomical prediction, Synthesis, Simulation, Genetics, Generative model, Linear mixed effects, Kernel Machines

 

[72] Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation

作者 | Yogesh Balaji, Rama Chellappa, Soheil Feizi

連結 | https://arxiv.org/abs/2010.05862

項目連結 | https://github.com/yogeshbalaji/robustOT

備註 | Accepted in NeurIPS 2020.

 

[73] Open-sourced Dataset Protection via Backdoor Watermarking

作者 | Yiming Li, Ziqi Zhang, Jiawang Bai, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

連結 | https://arxiv.org/abs/2010.05821

備註 | 6 pages

 

[74] Distributionally Robust Learning for Unsupervised Domain Adaptation

作者 | Haoxuan Wang, Anqi Liu, Zhiding Yu, Yisong Yue, Anima Anandkumar

連結 | https://arxiv.org/abs/2010.05784

備註 | Preprint

 

[75] Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames

作者 | Antonio J G Busson, Paulo R C Mendes, Daniel de S Moraes, Álvaro M da Veiga, Álan L V Guedes, Sérgio Colcher

連結 | https://arxiv.org/abs/2010.05760

 

[76] Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization

作者 | Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Host-Michael Groß

連結 | https://arxiv.org/abs/2010.05759

備註 | 32 pages, 9 figures, 18 pages appendix

 

[77] A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures

作者 | Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Himanshu Asnani, Rishabh Iyer

連結 | https://arxiv.org/abs/2010.05631

備註 | 35 pages, 14 figures, 5 tables

 

[78] VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles

作者 | Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan

連結 | https://arxiv.org/abs/2010.05406

備註 | Accepted by The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)

 

[79] RNN Training along Locally Optimal Trajectoriesvia Frank-Wolfe Algorithm

作者 | Yun Yue, Ming Li, Venkatesh Saligrama, Ziming Zhang

連結 | https://arxiv.org/abs/2010.05397

 

[80] Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy

作者 | Kyrollos Yanny, Nick Antipa, William Liberti, Sam Dehaeck, Kristina Monakhova, Fanglin Linda Liu, Konlin Shen, Ren Ng, Laura Waller

連結 | https://arxiv.org/abs/2010.05382

備註 | Published with Nature Springer in Light: Science and Applications

 

[81] MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding

作者 | Qinxin Wang, Hao Tan, Sheng Shen, Michael W. Mahoney, Zhewei Yao

連結 | https://arxiv.org/abs/2010.05379

 

[82] A range characterization of the single-quadrant ADRT

作者 | Weilin Li, Kui Ren, Donsub Rim

連結 | https://arxiv.org/abs/2010.05360

 

[83] Domain Agnostic Learning for Unbiased Authentication

作者 | Jian Liang, Yuren Cao, Shuang Li, Bing Bai, Hao Li, Fei Wang, Kun Bai

連結 | https://arxiv.org/abs/2010.05250

 

[84] Towards Hardware-Agnostic Gaze-Trackers

作者 | Jatin Sharma, Jon Campbell, Pete Ansell, Jay Beavers, Christopher O'Dowd

連結 | https://arxiv.org/abs/2010.05123

 

[85] Interpreting Multivariate Interactions in DNNs

作者 | Hao Zhang, Yichen Xie, Longjie Zheng, Die Zhang, Quanshi Zhang

連結 | https://arxiv.org/abs/2010.05045

 

[86] Category-Learning with Context-Augmented Autoencoder

作者 | Denis Kuzminykh, Laida Kushnareva, Timofey Grigoryev, Alexander Zatolokin

連結 | https://arxiv.org/abs/2010.05007

備註 | Information Technologies and Computing Systems 3/2020, pp. 30-39

 

[87] A Termination Criterion for Probabilistic PointClouds Registration

作者 | Simone Fontana, Domenico G. Sorrenti

連結 | https://arxiv.org/abs/2010.04979

 

[88] Double Forward Propagation for Memorized Batch Normalization

作者 | Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan

連結 | https://arxiv.org/abs/2010.04947

備註 | AAAI2018, 8 pages, 3 figures

 

[89] An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods

作者 | Ramtin Babaeipour, Elham Azizi, Hassan Khotanlou

連結 | https://arxiv.org/abs/2010.04936

備註 | This paper is submitted to the The IKT 2020 conference

 

[90] Contrastive Rendering for Ultrasound Image Segmentation

作者 | Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni

連結 | https://arxiv.org/abs/2010.04928

備註 | 10 pages, 5 figures, 2 tables, 13 references

 

[91] Unveiling Class-Labeling Structure for Universal Domain Adaptation

作者 | Yueming Yin, Zhen Yang (Senior Member, IEEE), Xiaofu Wu, Haifeng Hu

連結 | https://arxiv.org/abs/2010.04873

 

[92] Understanding Spatial Robustness of Deep Neural Networks

作者 | Ziyuan Zhong, Yuchi Tian, Baishakhi Ray

連結 | https://arxiv.org/abs/2010.04821

 

[93] Robust Behavioral Cloning for Autonomous Vehicles using End-to-End Imitation Learning

作者 | Tanmay Vilas Samak, Chinmay Vilas Samak, Sivanathan Kandhasamy

連結 | https://arxiv.org/abs/2010.04767

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