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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"

50 / 90 papers shown

Title
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places Xinglei Wang Tao Cheng Stephen Law Zichao Zeng Ilya Ilyankou Junyuan Liu Lu Yin Weiming Huang Natchapon Jongwiriyanurak HAI 29 0 0 17 Jun 2025
The iNaturalist Sounds Dataset Mustafa Chasmai Alexander Shepard Subhransu Maji Grant Van Horn 42 2 0 31 May 2025
ZooplanktonBench: A Geo-Aware Zooplankton Recognition and Classification Dataset from Marine Observations Fukun Liu Adam T. Greer Gengchen Mai Jin Sun 37 0 0 24 May 2025
Decoding Neighborhood Environments with Large Language Models Andrew Cart Shaohu Zhang Melanie Escue Xugui Zhou Haitao Zhao Prashanth BusiReddyGari Beiyu Lin Shuang Li 59 0 0 13 May 2025
Fine Grain Classification: Connecting Meta using Cross-Contrastive pre-training Sumit Mamtani Yash Thesia 65 0 0 29 Apr 2025
EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia Valerie Zermatten J. Castillo-Navarro Pallavi Jain D. Tuia Diego Marcos 134 1 0 28 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 90 1 0 25 Mar 2025
LocDiffusion: Identifying Locations on Earth by Diffusing in the Hilbert Space Zhangyu Wang Jielu Zhang Zhongliang Zhou Qian Cao Nemin Wu ... Lan Mu Yang Song Yiqun Xie Ni Lao Gengchen Mai DiffM 123 0 0 23 Mar 2025
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification Dongseob Kim Hyunjung Shim VLM 121 0 0 21 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Ziqiang Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 96 2 0 20 Mar 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation Sachin Verma Frank Lindseth Gabriel Kiss 93 0 0 11 Mar 2025
Robustness to Geographic Distribution Shift using Location Encoders Ruth Crasto OOD 121 0 0 03 Mar 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings Aayush Dhakal Srikumar Sastry Subash Khanal Adeel Ahmad Eric Xing Nathan Jacobs 157 0 0 27 Feb 2025
Feedforward Few-shot Species Range Estimation Christian Lange Max Hamilton Elijah Cole Alexander Shepard Samuel Heinrich Angela Zhu Subhransu Maji Grant Van Horn Oisin Mac Aodha 150 0 0 20 Feb 2025
Classification Drives Geographic Bias in Street Scene Segmentation Rahul Nair Gabriel Tseng Esther Rolf Bhanu Tokas Hannah Kerner 84 0 0 15 Dec 2024
Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification Sizhe Wang Wenwen Li 118 0 0 21 Nov 2024
Multi-Scale and Multimodal Species Distribution Modeling Nina Van Tiel Robin Zbinden Emanuele Dalsasso B. Kellenberger Loïc Pellissier D. Tuia 51 1 0 06 Nov 2024
TaxaBind: A Unified Embedding Space for Ecological Applications Srikumar Sastry Subash Khanal Aayush Dhakal Adeel Ahmad Nathan Jacobs 132 11 0 01 Nov 2024
Hybrid Spatial Representations for Species Distribution Modeling Shiran Yuan Hao Zhao 62 0 0 14 Oct 2024
Generating Binary Species Range Maps Filip Dorm Christian Lange S. Loarie Oisin Mac Aodha 142 3 0 28 Aug 2024
Revising the Problem of Partial Labels from the Perspective of CNNs' Robustness Xin Zhang Yuqi Song Wyatt McCurdy Xiang Wang Fei Zuo AAML 84 0 0 24 Jul 2024
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks Xuan Wang Hao Tang Zhigang Zhu ObjD 64 1 0 08 Jul 2024
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction Dazhou Yu Xiaoyun Gong Yun Li Meikang Qiu Liang Zhao 393 8 0 30 Jun 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 238 20 0 21 Jun 2024
Probing the Information Theoretical Roots of Spatial Dependence Measures Zhangyu Wang Krzysztof Janowicz Gengchen Mai Ivan Majic 80 1 0 28 May 2024
MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations Zhangyu Wang Gengchen Mai Krzysztof Janowicz Ni Lao 54 1 0 28 May 2024
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ZeMing Gong Austin T. Wang Joakim Bruslund Haurum Joakim Bruslund Haurum Graham W. Taylor Angel X. Chang Angel X. Chang 130 7 0 27 May 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation Guillaume Astruc Nicolas Dufour Ioannis Siglidis Constantin Aronssohn Nacim Bouia ... Charles Raude Elliot Vincent Lintao Xu Hongyu Zhou Loic Landrieu 87 7 0 29 Apr 2024
Application-Driven Innovation in Machine Learning David Rolnick Alán Aspuru-Guzik Sara Beery B. Dilkina P. Donti ... Hannah Kerner C. Monteleoni Esther Rolf Milind Tambe Adam White 77 10 0 26 Mar 2024
Determined Multi-Label Learning via Similarity-Based Prompt Meng Wei Zhongnian Li Peng Ying Yong Zhou Xinzheng Xu 62 0 0 25 Mar 2024
Probabilistic Image-Driven Traffic Modeling via Remote Sensing Scott Workman Armin Hadzic 57 0 0 08 Mar 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 88 6 0 02 Mar 2024
TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction Yan Luo Zhuoyue Wan Yuzhong Chen Gengchen Mai K. F. Chung Kent Larson 60 3 0 23 Feb 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 86 41 0 02 Feb 2024
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning Robin Zbinden Nina Van Tiel B. Kellenberger L. Hughes D. Tuia 82 11 0 03 Jan 2024
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Peijie Chen Anh Totti Nguyen VLM 113 0 0 22 Dec 2023
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling Srikumar Sastry Xin Xing Aayush Dhakal Subash Khanal Adeel Ahmad Nathan Jacobs 93 6 0 13 Dec 2023
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery Konstantin Klemmer Esther Rolf Caleb Robinson Lester Mackey M. Rußwurm SSL 146 78 0 28 Nov 2023
Active Learning-Based Species Range Estimation Christian Lange Elijah Cole Grant Van Horn Oisin Mac Aodha AI4TS 83 8 0 03 Nov 2023
SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data Mélisande Teng Amna Elmustafa Benjamin Akera Yoshua Bengio Hager Radi Abdelwahed Hugo Larochelle David Rolnick 57 4 0 02 Nov 2023
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning Xin Xing Zhexiao Xiong Abby Stylianou Srikumar Sastry Liyu Gong Nathan Jacobs VLM 64 5 0 24 Oct 2023
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks M. Rußwurm Konstantin Klemmer Esther Rolf Robin Zbinden D. Tuia 102 37 0 10 Oct 2023
Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated Labels Xin Zhang Yuqi Song Fei Zuo Xiang Wang 83 2 0 31 Jul 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing Guo Xiaoguang Li Xiang Wang Song Wang VLM 82 33 0 31 Jul 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu Peng Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 62 6 0 19 Jul 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 98 44 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 65 38 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 130 64 0 01 May 2023
Bird Distribution Modelling using Remote Sensing and Citizen Science data Mélisande Teng Amna Elmustafa Benjamin Akera Hugo Larochelle David Rolnick 105 8 0 01 May 2023
AGI: Artificial General Intelligence for Education Ehsan Latif Gengchen Mai Matthew Nyaaba Xuansheng Wu Ninghao Liu Guoyu Lu Sheng Li Tianming Liu Xiaoming Zhai ELM AI4CE 142 24 0 24 Apr 2023