Geo-Aware Networks for Fine-Grained Recognition

4 June 2019

Papers citing "Geo-Aware Networks for Fine-Grained Recognition"

39 / 39 papers shown

Title
Fine Grain Classification: Connecting Meta using Cross-Contrastive pre-training Sumit Mamtani Yash Thesia 21 0 0 29 Apr 2025
Efficient Mixture of Geographical Species for On Device Wildlife Monitoring Emmanuel Azuh Mensah Joban Mand Yueheng Ou Min Jang Kurtis Heimerl 34 0 0 11 Apr 2025
iNatAg: Multi-Class Classification Models Enabled by a Large-Scale Benchmark Dataset with 4.7M Images of 2,959 Crop and Weed Species Naitik Jain Amogh Joshi Mason Earles VLM 50 0 0 25 Mar 2025
Generating Binary Species Range Maps Filip Dorm Christian Lange S. Loarie Oisin Mac Aodha 34 3 0 28 Aug 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning Nemin Wu Qian Cao Zhangyu Wang Zeping Liu Yanlin Qi ... Stefano Ermon T. Ganu A. Nambi Ni Lao Gengchen Mai 61 15 0 21 Jun 2024
$A$^{2}$-MAE: A spatial-temporal-spectral unified remote sensing pre-training method based on anchor-aware masked autoencoder$ A $^{2}$ -MAE: A spatial-temporal-spectral unified remote sensing pre-training method based on anchor-aware masked autoencoder Lixian Zhang Yi Zhao Runmin Dong Jinxiao Zhang Shuai Yuan ... Weijia Li Wei Liu Wayne Zhang Litong Feng H. Fu 31 4 0 12 Jun 2024
Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs Vardaan Pahuja Weidi Luo Yu Gu Cheng-Hao Tu Hong-You Chen Tanya Berger-Wolf Charles V. Stewart Song Gao Wei-Lun Chao Yu-Chuan Su 31 2 0 31 Dec 2023
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Anh Nguyen Anh Nguyen VLM 36 0 0 22 Dec 2023
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling S. Sastry Xin Xing A. Dhakal Subash Khanal Adeel Ahmad Nathan Jacobs 31 5 0 13 Dec 2023
Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations Anuja Vats David Völgyes Martijn Vermeer Marius Pedersen Kiran Raja D. Fantin Jacob Alexander Hay SSL 16 3 0 02 Nov 2023
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping S. Sastry Subash Khanal A. Dhakal Di Huang Nathan Jacobs 40 9 0 29 Oct 2023
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks M. Rußwurm Konstantin Klemmer Esther Rolf Robin Zbinden D. Tuia 35 34 0 10 Oct 2023
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions Gengchen Mai Yao Xuan Wen-Hang Zuo Yutong He Jiaming Song Stefano Ermon K. Janowicz Ni Lao 19 38 0 30 Jun 2023
Spatial Implicit Neural Representations for Global-Scale Species Mapping Elijah Cole Grant Van Horn Christian Lange Alexander Shepard Patrick R. Leary Pietro Perona S. Loarie Oisin Mac Aodha 24 36 0 05 Jun 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 78 58 0 01 May 2023
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 12 1 0 24 Jul 2022
Solutions for Fine-grained and Long-tailed Snake Species Recognition in SnakeCLEF 2022 Cheng Zou Furong Xu Meng Wang Wenqi Li Yuan-Chia Cheng 17 6 0 04 Jul 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 24 37 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 27 60 0 05 Mar 2022
Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions Gengchen Mai Yao Xuan Wenyun Zuo K. Janowicz Ni Lao 8 4 0 25 Jan 2022
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 66 279 0 11 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 67 113 0 07 Nov 2021
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss Konstantin Klemmer Tianlin Xu Beatrice Acciaio Daniel B. Neill AI4TS 14 14 0 30 Sep 2021
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale Nicolas Tempelmeier Simon Gottschalk Elena Demidova 14 13 0 30 Aug 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha SSL 18 30 0 14 Aug 2021
Digital Taxonomist: Identifying Plant Species in Community Scientists' Photographs Riccardo de Lutio Yihang She Stefano Dáronco Stefani A. Russo P. Brun Jan Dirk Wegner Konrad Schindler 20 21 0 07 Jun 2021
The iWildCam 2021 Competition Dataset Sara Beery Arush Agarwal Elijah Cole Vighnesh Birodkar 22 75 0 07 May 2021
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond Tianyuan Huang Zhecheng Wang Hao Sheng Andrew Y. Ng Ram Rajagopal AI4TS 19 10 0 06 May 2021
Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn Elijah Cole Sara Beery Kimberly Wilber Serge J. Belongie Oisin Mac Aodha SSL VLM 13 164 0 30 Mar 2021
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification Charles A. Kantor Marta Skreta Brice Rauby Léonard Boussioux Emmanuel A. Luccioni David Rolnick Hugues Talbot 11 0 0 21 Mar 2021
Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data S. Šćepanović Sagar Joglekar Stephen Law Daniele Quercia 11 16 0 28 Jan 2021
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 9 227 0 19 Nov 2020
Location Sensitive Image Retrieval and Tagging Raul Gomez J. Gibert Lluís Gómez Dimosthenis Karatzas 8 4 0 07 Jul 2020
Auxiliary-task learning for geographic data with autoregressive embeddings Konstantin Klemmer Daniel B. Neill 14 13 0 18 Jun 2020
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting Gengchen Mai K. Janowicz Ling Cai Rui Zhu Blake Regalia Bo Yan Meilin Shi Ni Lao 14 75 0 25 Apr 2020
The iWildCam 2020 Competition Dataset Sara Beery Elijah Cole Arvi Gjoka 6 88 0 21 Apr 2020
Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells Gengchen Mai K. Janowicz Bo Yan Rui Zhu Ling Cai Ni Lao SSL 17 118 0 16 Feb 2020
Presence-Only Geographical Priors for Fine-Grained Image Classification Oisin Mac Aodha Elijah Cole Pietro Perona 11 162 0 12 Jun 2019
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 163 840 0 17 May 2016