Articles | arXiv Analytics

arXiv:1904.00377 (Published 2019-03-31)

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

Gitta Kutyniok, Philipp Petersen, Mones Raslan, Reinhold Schneider

Categories: math.NA, cs.LG, math.FA, stat.ML

Subjects: 35A35, 35J99, 41A25, 41A46, 68T05, 65N30

Keywords: deep neural networks, parametric partial differential equations, parametric pdes, theoretical analysis, construct neural networks

arXiv:1904.00738 (Published 2019-04-01)

Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry

Xiaolong Wu, Assia Benbihi, Antoine Richard, Cedric Pradalier

Categories: cs.CV

Keywords: semantic nearest neighbor fields monocular, neighbor fields monocular edge visual-odometry, nearest neighbor fields monocular edge

arXiv:1904.00551 (Published 2019-04-01)

Weakly Supervised Object Detection with Segmentation Collaboration

Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen

Categories: cs.CV

Keywords: weakly supervised object detection, adversarial segmentation module interacts, segmentation collaboration, supervised object detection aims, weakly supervised detection approach

arXiv:1904.01376 (Published 2019-04-02)

Easy Transfer Learning By Exploiting Intra-domain Structures

Jindong Wang, Yiqiang Chen, Han Yu, Meiyu Huang, Qiang Yang

Categories: cs.LG, cs.CV, stat.ML

Keywords: exploiting intra-domain structures, transfer learning, model selection, better computational efficiency, occams razor principle

Tags: conference paper

arXiv:1904.07200 (Published 2019-04-15)

A Discussion on Solving Partial Differential Equations using Neural Networks

Tim Dockhorn

Categories: cs.LG, math.NA, stat.ML

Keywords: solving partial differential equations, neural network approximate solution, discussion, neural networks learn, steady navier-stokes equations

arXiv:1903.07772 (Published 2019-03-18)

Bijections between t-Core Partitions and t-Tuples

Hao Zhong

Categories: math.CO

Subjects: 05A17, 11P81

Keywords: t-core partitions, bijections relating core partitions, distinct parts, parts equals, expression

arXiv:1903.08338 (Published 2019-03-20)

A directed graph structure of alternating sign matrices

Masato Kobayashi

Categories: math.CO

Subjects: 15B36, 05A05, 05B20, 11C20

Keywords: alternating sign matrices, directed graph structure, bruhat order, dodgsons condensation, gave characterizations

Tags: journal article

arXiv:1903.09138 (Published 2019-03-21)

Counting 3-Stack-Sortable Permutations

Colin Defant

Categories: math.CO

Subjects: 05A05, 05A15

Keywords: permutations, real-rootedness conjecture, first nontrivial lower bound, first polynomial-time algorithm, valid hook configurations

arXiv:1903.08674 (Published 2019-03-20)

Performance Measurement for Deep Bayesian Neural Network

Yikuan Li, Yajie Zhu

Categories: cs.LG, stat.ML

Keywords: deep bayesian neural network, performance measurement, bayesian neural network easier, deep neural network, model calibration measurement

arXiv:1903.10412 (Published 2019-03-25)

ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views

Chongsheng Zhang, Guowen Peng, Yuefeng Tao, Feifei Fu, Wei Jiang, George Almpanidis, Ke Chen

Categories: cs.CV

Subjects: I.7.5

Keywords: chinese shop sign, diverse scene text dataset, street views, scene text detection methods, natural scene text dataset

arXiv:1903.10481 (Published 2019-03-25)

DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction

Zhihui Guo et al.

Categories: cs.CV

Keywords: multi-task fully convolutional network, trainable multi-task fully convolutional, state-of-the-art traditional minimal path approach, minor imperfections, coronary artery centerline extraction

Tags: conference paper

arXiv:1903.10782 (Published 2019-03-26)

High-quality Instance-aware Semantic 3D Map Using RGB-D Camera

Dinh-Cuong Hoang, Todor Stoyanov, Achim J. Lilienthal

Categories: cs.RO

Keywords: high-quality instance-aware semantic 3d map, rgb-d camera, function features tunable weights, detailed instance-level semantic models, highly detailed object-level models

Tags: conference paper

arXiv:1903.11552 (Published 2019-03-27)

GAN-based Pose-aware Regulation for Video-based Person Re-identification

Alessandro Borgia, Yang Hua, Elyor Kodirov, Neil M. Robertson

Categories: cs.CV

Keywords: video-based person re-identification, gan-based pose-aware regulation, outperforms considerably existing methods, siamese recurrent neural networks, incomplete target pose/viewpoint structure

arXiv:1903.11286 (Published 2019-03-27)

Deformable kernel networks for guided depth map upsampling

Beomjun Kim, Jean Ponce, Bumsub Ham

Categories: cs.CV

Keywords: deformable kernel network, guided depth map upsampling, weighted averaging process, lr depth maps, standard benchmarks demonstrate

Tags: conference paper

arXiv:1903.12108 (Published 2019-03-28)

Pak-Stanley labeling of the $m$-Catalan hyperplane arrangement

Rui Duarte, António Guedes de Oliveira

Categories: math.CO

Subjects: 05A19

Keywords: catalan hyperplane arrangement, pak-stanley labeling, simple terms, pak-stanley labels, catalan arrangement

arXiv:1903.11816 (Published 2019-03-28)

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

Huikai Wu, Junge Zhang, Kaiqi Huang, Kongming Liang, Yizhou Yu

Categories: cs.CV

Keywords: semantic segmentation, rethinking dilated convolution, module named joint pyramid, upsampling module named joint, usually employ dilated convolutions

Tags: github project

arXiv:1903.12174 (Published 2019-03-28)

TensorMask: A Foundation for Dense Object Segmentation

Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár

Categories: cs.CV

Keywords: dense object segmentation, tensormask, foundation, first detect object bounding boxes, 4d tensors

arXiv:1903.12161 (Published 2019-03-28)

Fast video object segmentation with Spatio-Temporal GANs

Sergi Caelles, Albert Pumarola, Francesc Moreno-Noguer, Alberto Sanfeliu, Luc Van Gool

Categories: cs.CV

Keywords: fast video object segmentation, spatio-temporal gans, descriptive spatio-temporal object models, models achieve better temporal representations

arXiv:1903.12061 (Published 2019-03-28)

Depth from a polarisation + RGB stereo pair

Dizhong Zhu, William A. P. Smith

Categories: cs.CV

Keywords: rgb stereo pair, polarisation surface normal estimates, estimate diffuse albedo, shape-from-polarisation, higher order graphical model

arXiv:1903.12117 (Published 2019-03-28)

Many Task Learning with Task Routing

Gjorgji Strezoski, Nanne van Noord, Marcel Worring

Categories: cs.CV

Keywords: task routing, task learning, architectural adjustments, matl scenario successfully fits hundreds, large trainable parameter set

arXiv Analytics

ArticlesViews Reviews Comments Bookmarks Readers Ratings Score

Date Range

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry

Weakly Supervised Object Detection with Segmentation Collaboration

Easy Transfer Learning By Exploiting Intra-domain Structures

A Discussion on Solving Partial Differential Equations using Neural Networks

Bijections between t-Core Partitions and t-Tuples

A directed graph structure of alternating sign matrices

Counting 3-Stack-Sortable Permutations

Performance Measurement for Deep Bayesian Neural Network

ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views

DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction

High-quality Instance-aware Semantic 3D Map Using RGB-D Camera

GAN-based Pose-aware Regulation for Video-based Person Re-identification

Deformable kernel networks for guided depth map upsampling

Pak-Stanley labeling of the $m$-Catalan hyperplane arrangement

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

TensorMask: A Foundation for Dense Object Segmentation

Fast video object segmentation with Spatio-Temporal GANs

Depth from a polarisation + RGB stereo pair

Many Task Learning with Task Routing

ArticlesViewsReviewsCommentsBookmarksReadersRatingsScore

Date Range

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry

Weakly Supervised Object Detection with Segmentation Collaboration

Easy Transfer Learning By Exploiting Intra-domain Structures

A Discussion on Solving Partial Differential Equations using Neural Networks

Bijections between t-Core Partitions and t-Tuples

A directed graph structure of alternating sign matrices

Counting 3-Stack-Sortable Permutations

Performance Measurement for Deep Bayesian Neural Network

ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views

DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction

High-quality Instance-aware Semantic 3D Map Using RGB-D Camera

GAN-based Pose-aware Regulation for Video-based Person Re-identification

Deformable kernel networks for guided depth map upsampling

Pak-Stanley labeling of the $m$-Catalan hyperplane arrangement

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

TensorMask: A Foundation for Dense Object Segmentation

Fast video object segmentation with Spatio-Temporal GANs

Depth from a polarisation + RGB stereo pair

Many Task Learning with Task Routing

ArticlesViews Reviews Comments Bookmarks Readers Ratings Score