Learning Neighborhood Representation from Multi-Modal Multi-Graph:
Image, Text, Mobility Graph and Beyond

Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond

6 May 2021

Papers citing "Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond"

17 / 17 papers shown

Title
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction Jinlin Li Xiao Zhou 78 0 0 13 Jan 2025
A Survey on Spatial and Spatiotemporal Prediction Methods Zhe Jiang 6 4 0 24 Dec 2020
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery Jeremy Irvin Hao Sheng Neel Ramachandran Sonja Johnson-Yu Sharon Zhou Kyle T. Story Rose Rustowicz Cooper W. Elsworth K. Austin A. Ng 40 42 0 11 Nov 2020
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training J. Qiu Qibin Chen Yuxiao Dong Jing Zhang Hongxia Yang Ming Ding Kuansan Wang Jie Tang SSL 133 942 0 17 Jun 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng 56 32 0 07 May 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding Zhecheng Wang Haoyuan Li Ram Rajagopal 38 81 0 29 Jan 2020
An unsupervised approach to Geographical Knowledge Discovery using street level and street network images Stephen Law Mateo Neira SSL 18 16 0 18 Jun 2019
Presence-Only Geographical Priors for Fine-Grained Image Classification Oisin Mac Aodha Elijah Cole Pietro Perona 40 165 0 12 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 40 83 0 04 Jun 2019
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 48 197 0 08 May 2018
Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US Timnit Gebru J. Krause Yilun Wang Duyun Chen Jia Deng Erez Aiden Lieberman Li Fei-Fei HAI 100 415 0 22 Feb 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 132 10,800 0 03 Jul 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 390 27,231 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 217 13,968 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 228 13,079 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 197 9,735 0 26 Mar 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 508 31,406 0 16 Jan 2013