出品 | 深度学习这件小事
[1] RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
作者 | Cheng Chi, Fangyun Wei, Han Hu
链接 | https://arxiv.org/abs/2010.15831
备注 | NeurIPS2020 Spotlight
[2] Passport-aware Normalization for Deep Model Protection
作者 | Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Gang Hua, Nenghai Yu
链接 | https://arxiv.org/abs/2010.15824
项目链接 | https://github.com/ZJZAC/Passport-aware-Normalization
备注 | To Appear in NeurIPs 2020
[3] Black-Box Optimization of Object Detector Scales
作者 | Mohandass Muthuraja, Octavio Arriaga, Paul Plöger, Frank Kirchner, Matias Valdenegro-Toro
链接 | https://arxiv.org/abs/2010.15823
备注 | 17 pages, 7 figures, with appendix
[4] Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
作者 | Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jing Liao, Jianlong Fu
链接 | https://arxiv.org/abs/2010.15821
项目链接 | https://github.com/microsoft/Cream
[5] WaveTransform: Crafting Adversarial Examples via Input Decomposition
作者 | Divyam Anshumaan, Akshay Agarwal, Mayank Vatsa, Richa Singh
链接 | https://arxiv.org/abs/2010.15773
备注 | ECCV Workshop Adversarial Robustness in the Real World 2020, 17 pages, 3 Tables, 6 Figures
[6] Recurrent Neural Networks for video object detection
作者 | Ahmad B Qasim, Arnd Pettirsch
链接 | https://arxiv.org/abs/2010.15740
[7] Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks
作者 | Julieta Martinez, Jashan Shewakramani, Ting Wei Liu, Ioan Andrei B芒rsan, Wenyuan Zeng, Raquel Urtasun
链接 | https://arxiv.org/abs/2010.15703
[8] Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration
作者 | Feng Li, Runmin Cong, Huihui Bai, Yifan He, Yao Zhao, Ce Zhu
链接 | https://arxiv.org/abs/2010.15689
[9] Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos
作者 | Gnana Praveen R, Eric Granger, Patrick Cardinal
链接 | https://arxiv.org/abs/2010.15675
备注 | arXiv admin note: substantial text overlap with arXiv:2008.06392
[10] Free-Form Image Inpainting via Contrastive Attention Network
作者 | Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Zhenhua Chai, Xiaolin Wei, Ran He
链接 | https://arxiv.org/abs/2010.15643
备注 | Accepted by ICPR 2020
[11] An Overview Of 3D Object Detection
作者 | Yilin Wang, Jiayi Ye
链接 | https://arxiv.org/abs/2010.15614
[12] Suppressing Mislabeled Data via Grouping and Self-Attention
作者 | Xiaojiang Peng, Kai Wang, Zhaoyang Zeng, Qing Li, Jianfei Yang, Yu Qiao
链接 | https://arxiv.org/abs/2010.15603
备注 | This is a novel noisy-robust learning method
[13] An End to End Network Architecture for Fundamental Matrix Estimation
作者 | Yesheng Zhang, Xu Zhao, Dahong Qian
链接 | https://arxiv.org/abs/2010.15528
[14] Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras
作者 | Sherif A.S. Mohamed, Jawad N. Yasin, Mohammad-Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
链接 | https://arxiv.org/abs/2010.15510
备注 | Accepted to 15th International Symposium on Visual Computing (ISVC2020)
[15] Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors
作者 | Jawad N. Yasin, Sherif A.S. Mohamed, Mohammad-hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
链接 | https://arxiv.org/abs/2010.15509
备注 | Accepted to IEEE SENSORS 2020
[16] Dynamic Resource-aware Corner Detection for Bio-inspired Vision Sensors
作者 | Sherif A.S. Mohamed, Jawad N. Yasin, Mohammad-hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
链接 | https://arxiv.org/abs/2010.15507
备注 | Accepted to 25th international conference on pattern recognition (ICPR 2020)
[17] Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification
作者 | Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli
链接 | https://arxiv.org/abs/2010.15487
[18] Self-Supervised Video Representation Using Pretext-Contrastive Learning
作者 | Li Tao, Xueting Wang, Toshihiko Yamasaki
链接 | https://arxiv.org/abs/2010.15464
[19] Collaborative Method for Incremental Learning on Classification and Generation
作者 | Byungju Kim, Jaeyoung Lee, Kyungsu Kim, Sungjin Kim, Junmo Kim
链接 | https://arxiv.org/abs/2010.15378
[20] Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading
作者 | Ziyuan Zhao, Kartik Chopra, Zeng Zeng, Xiaoli Li
链接 | https://arxiv.org/abs/2010.15344
备注 | Accepted to ICIP 2020
[21] Identifying safe intersection design through unsupervised feature extraction from satellite imagery
作者 | Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson
链接 | https://arxiv.org/abs/2010.15343
备注 | 16 pages, 10 figures. Computer-Aided Civil and Infrastructure Engineering (2020)
[22] SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching
作者 | Haoyuan Zhang, Yonghong Hou, Pichao Wang, Zihui Guo, Wanqing Li
链接 | https://arxiv.org/abs/2010.15336
[23] Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation
作者 | Nick Lawrence, Mingren Shen, Ruiqi Yin, Cloris Feng, Dane Morgan
链接 | https://arxiv.org/abs/2010.15315
[24] Recurrent neural circuits for contour detection
作者 | Drew Linsley, Junkyung Kim, Alekh Ashok, Thomas Serre
链接 | https://arxiv.org/abs/2010.15314
备注 | Published in ICLR 2020
[25] Automatic joint damage quantification using computer vision and deep learning
作者 | Quang Tran, Jeffery R. Roesler
链接 | https://arxiv.org/abs/2010.15303
[26] Point Cloud Attribute Compression via Successive Subspace Graph Transform
作者 | Yueru Chen, Yiting Shao, Jing Wang, Ge Li, C.-C. Jay Kuo
链接 | https://arxiv.org/abs/2010.15302
备注 | Accepted by VCIP 2020
[27] Deep Shells: Unsupervised Shape Correspondence with Optimal Transport
作者 | Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Daniel Cremers
链接 | https://arxiv.org/abs/2010.15261
[28] Object sieving and morphological closing to reduce false detections in wide-area aerial imagery
作者 | Xin Gao, Sundaresh Ram, Jeffrey J. Rodriguez
链接 | https://arxiv.org/abs/2010.15260
备注 | 5 Pages, Submitted to 2016 23rd International Conference of Image Processing (ICIP), September 23-28, Phoenix, AZ, USA (Paper ID: 3218)
[29] Fusion Models for Improved Visual Captioning
作者 | Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
链接 | https://arxiv.org/abs/2010.15251
备注 | Under review at "Multi-Modal Deep Learning: Challenges and Applications", ICPR-2020
[30] Semantic video segmentation for autonomous driving
链接 | https://arxiv.org/abs/2010.15250
备注 | This work was done around 2017. Some minor changes were added
[31] CNN Profiler on Polar Coordinate Images for Tropical Cyclone Structure Analysis
作者 | Boyo Chen, Buo-Fu Chen, Chun-Min Hsiao
链接 | https://arxiv.org/abs/2010.15158
备注 | Submitted to AAAI2021
[32] Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds
作者 | Stefano Gasperini, Mohammad-Ali Nikouei Mahani, Alvaro Marcos-Ramiro, Nassir Navab, Federico Tombari
链接 | https://arxiv.org/abs/2010.15157
备注 | Under review for RA-L with ICRA 2021 option
[33] Understanding the Failure Modes of Out-of-Distribution Generalization
作者 | Vaishnavh Nagarajan, Anders Andreassen, Behnam Neyshabur
链接 | https://arxiv.org/abs/2010.15775
[34] Deep Autofocus for Synthetic Aperture Sonar
作者 | Isaac Gerg, Vishal Monga
链接 | https://arxiv.org/abs/2010.15687
备注 | Submitted for review
[35] Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
作者 | Lennart Husvogt, Stefan B. Ploner, Siyu Chen, et al.
链接 | https://arxiv.org/abs/2010.15682
备注 | 14 pages, 4 figures, to be published in Biomedical Optics Express
[36] Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint
作者 | Chenyu Liu, Wangbin Ding, Lei Li, Zhen Zhang, Chenhao Pei, Liqin Huang, Xiahai Zhuang
链接 | https://arxiv.org/abs/2010.15647
[37] Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation
作者 | Jiahong Wei, Zhun Fan
链接 | https://arxiv.org/abs/2010.15560
[38] A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset
作者 | Kelly Payette, Priscille de Dumast, Hamza Kebiri, et al.
链接 | https://arxiv.org/abs/2010.15526
备注 | Paper currently under review
[39] A Novel Fast 3D Single Image Super-Resolution Algorithm
作者 | Nwigbo Kenule Tuador, Duong Hung Pham, Jérôme Michetti, Adrian Basarab, Denis Kouamé
链接 | https://arxiv.org/abs/2010.15491
[40] FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements
作者 | Salman S. Khan, Varun Sundar, Vivek Boominathan, Ashok Veeraraghavan, Kaushik Mitra
链接 | https://arxiv.org/abs/2010.15440
项目链接 | https://siddiquesalman.github.io/flatnet/
备注 | Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020. Supplementary material attached.
[41] ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification
作者 | Mundher Al-Shabi, Kelvin Shak, Maxine Tan
链接 | https://arxiv.org/abs/2010.15417
[42] Measuring and Harnessing Transference in Multi-Task Learning
作者 | Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn
链接 | https://arxiv.org/abs/2010.15413
[43] Financial ticket intelligent recognition system based on deep learning
作者 | Fukang Tian, Haiyu Wu, Bo Xu
链接 | https://arxiv.org/abs/2010.15356
[44] An automated and multi-parametric algorithm for objective analysis of meibography images
作者 | Peng Xiao, Zhongzhou Luo, Yuqing Deng, Gengyuan Wang, Jin Yuan
链接 | https://arxiv.org/abs/2010.15352
备注 | 20 pages, 6 figures, 3 tables
[45] Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks
链接 | https://arxiv.org/abs/2010.15288
[46] Class-incremental learning: survey and performance evaluation
作者 | Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer
链接 | https://arxiv.org/abs/2010.15277
[47] GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video
作者 | Viswesh Krishna, Anirudh Joshi, Philip L. Bulterys, Eric Yang, Andrew Y. Ng, Pranav Rajpurkar
链接 | https://arxiv.org/abs/2010.15269
备注 | Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract
[48] Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth
作者 | Zhenzhen Dai, Ivan Jambor, Pekka Taimen, Milan Pantelic, Mohamed Elshaikh, Craig Rogers, Otto Ettala, Peter Bostr枚m, Hannu Aronen, Harri Merisaari, Ning Wen
链接 | https://arxiv.org/abs/2010.15233
[49] Ground Roll Suppression using Convolutional Neural Networks
作者 | Dario Augusto Borges Oliveira, Daniil Semin, Semen Zaytsev
链接 | https://arxiv.org/abs/2010.15209
<section style="max-width: 100%;white-space: normal;font-family: -apple-system-font, system-ui, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;widows: 1;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section powered-by="xiumi.us" style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section style="margin-top: 15px;margin-bottom: 25px;max-width: 100%;opacity: 0.8;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section style="max-width: 100%;letter-spacing: 0.544px;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section powered-by="xiumi.us" style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section style="margin-top: 15px;margin-bottom: 25px;max-width: 100%;opacity: 0.8;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section><section style="margin-right: 8px;margin-bottom: 15px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;color: rgb(127, 127, 127);font-size: 12px;font-family: sans-serif;line-height: 25.5938px;letter-spacing: 3px;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;color: rgb(0, 0, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;"><strong style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-size: 16px;font-family: 微软雅黑;caret-color: red;box-sizing: border-box !important;overflow-wrap: break-word !important;">为您推荐</span></strong></span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月29日版）</span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月28日版）</span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月27日版）</span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月26日版）</span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月23日版）</span></section><section style="margin-right: 8px;margin-left: 8px;padding-right: 0em;padding-left: 0em;max-width: 100%;min-height: 1em;font-family: sans-serif;letter-spacing: 0px;margin-bottom: 5px;line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 14px;">每日论文速递：计算机视觉相关（10月22日版）</span></section></section></section></section></section></section></section></section></section>
本篇文章来源于: 深度学习这件小事
内容反馈