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Presence-Only Geographical Priors for Fine-Grained Image Classification

12 June 2019

Papers citing "Presence-Only Geographical Priors for Fine-Grained Image Classification"

40 / 90 papers shown

Title
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates V. Marsocci Nicolas Gonthier A. Garioud Simone Scardapane Clement Mallet 66 12 0 16 Apr 2023
Context Understanding in Computer Vision: A Survey Xuan Wang Zhigang Zhu 103 52 0 10 Feb 2023
Parsing Objects at a Finer Granularity: A Survey Yifan Zhao Jia Li Yonghong Tian 126 2 0 28 Dec 2022
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 90 37 0 28 Dec 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 58 4 0 24 Oct 2022
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification R. Abdelfattah Xin Zhang M. Fouda Xiang Wang Song Wang VLM 67 6 0 20 Oct 2022
Towards General-Purpose Representation Learning of Polygonal Geometries Gengchen Mai C. Jiang Weiwei Sun Rui Zhu Yao Xuan Ling Cai K. Janowicz Stefano Ermon Ni Lao 84 38 0 29 Sep 2022
A patch-based architecture for multi-label classification from single label annotations Warren Jouanneau Aurélie Bugeau Marc Palyart Nicolas Papadakis Laurent Vézard 83 0 0 14 Sep 2022
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification R. Abdelfattah Xin Zhang Zhenyao Wu Xinyi Wu Xiang Wang Song Wang VLM 68 6 0 22 Aug 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 58 1 0 24 Jul 2022
METER-ML: A Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping B. Zhu Nicholas Lui Jeremy Irvin Jimmy Le Sahil Tadwalkar Chenghao Wang Zutao Ouyang Frankie Y. Liu Andrew Y. Ng R. Jackson 95 16 0 22 Jul 2022
Solutions for Fine-grained and Long-tailed Snake Species Recognition in SnakeCLEF 2022 Cheng Zou Furong Xu Meng Wang Wenqi Li Yuan Cheng 52 6 0 04 Jul 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 88 47 0 08 Jun 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 69 39 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi Jiang Bin Wen Jianxiang Sun Zehuan Yuan 77 63 0 05 Mar 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 78 10 0 28 Feb 2022
TIML: Task-Informed Meta-Learning for Agriculture Gabriel Tseng Hannah Kerner David Rolnick 82 7 0 04 Feb 2022
Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions Gengchen Mai Yao Xuan Wenyun Zuo K. Janowicz Ni Lao 39 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 Belongie 139 296 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 138 121 0 07 Nov 2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation D. Tuia B. Kellenberger Sara Beery Blair R. Costelloe Silvia Zuffi ... I. Couzin Grant Van Horn M. Crofoot Chuck Stewart T. Berger-Wolf 98 420 0 25 Oct 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 116 14 0 30 Sep 2021
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale Nicolas Tempelmeier Simon Gottschalk Elena Demidova 71 15 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 61 30 0 14 Aug 2021
Species Distribution Modeling for Machine Learning Practitioners: A Review Sara Beery Elijah Cole Joseph Parker Pietro Perona Kevin Winner 75 72 0 03 Jul 2021
ElephantBook: A Semi-Automated Human-in-the-Loop System for Elephant Re-Identification Peter Kulits J. Wall A. Bedetti M. Henley Sara Beery 68 22 0 29 Jun 2021
Multi-Label Learning from Single Positive Labels Elijah Cole Oisin Mac Aodha Titouan Lorieul Pietro Perona Dan Morris Nebojsa Jojic 93 114 0 17 Jun 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 58 23 0 07 Jun 2021
Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions Gengchen Mai K. Janowicz Rui Zhu Ling Cai Ni Lao 61 62 0 19 May 2021
The iWildCam 2021 Competition Dataset Sara Beery Arush Agarwal Elijah Cole Vighnesh Birodkar 76 79 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 73 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 76 179 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 26 0 0 21 Mar 2021
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Lukás Picek Milan Šulc Jirí Matas J. Heilmann‐Clausen T. Jeppesen T. Læssøe T. Frøslev 101 56 0 18 Mar 2021
Set-valued classification -- overview via a unified framework Evgenii Chzhen Christophe Denis Mohamed Hebiri Titouan Lorieul 174 34 0 24 Feb 2021
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 124 235 0 19 Nov 2020
Location Sensitive Image Retrieval and Tagging Raul Gomez J. Gibert Lluís Gómez Dimosthenis Karatzas 116 4 0 07 Jul 2020
Auxiliary-task learning for geographic data with autoregressive embeddings Konstantin Klemmer Daniel B. Neill 135 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 105 80 0 25 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 148 125 0 16 Feb 2020