Functional Map of the World

21 November 2017

Papers citing "Functional Map of the World"

46 / 96 papers shown

Title
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 66 30 0 08 Oct 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 32 4 0 26 Sep 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 30 19 0 26 Jul 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery Yezhen Cong Samarth Khanna Chenlin Meng Patrick Liu Erik Rozi Yutong He Marshall Burke David B. Lobell Stefano Ermon ViT 24 256 0 17 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 23 62 0 14 Jul 2022
Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Jivat Neet Kaur Emre Kıcıman Amit Sharma UQCV OOD 30 25 0 15 Jun 2022
Federated Learning under Distributed Concept Drift Ellango Jothimurugesan Kevin Hsieh Jianyu Wang Gauri Joshi Phillip B. Gibbons FedML 32 47 0 01 Jun 2022
Evolving Domain Generalization Wei Wang Gezheng Xu Ruizhi Pu Jiaqi Li Fan Zhou Changjian Shui Charles Ling Christian Gagné Boyu Wang OOD 37 3 0 31 May 2022
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning Chao Tao Ji Qi Guo Zhang Qing Zhu Weipeng Lu Haifeng Li 47 40 0 10 Apr 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 41 191 0 06 Apr 2022
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution Yutong He William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 33 2 0 04 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 27 256 0 31 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 59 924 1 10 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 37 61 0 07 Feb 2022
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations Jinhyun So Kevin Hsieh Behnaz Arzani Shadi Noghabi Salman Avestimehr Ranveer Chandra FedML 18 60 0 02 Feb 2022
Datamodels: Predicting Predictions from Training Data Andrew Ilyas Sung Min Park Logan Engstrom Guillaume Leclerc Aleksander Madry TDI 57 131 0 01 Feb 2022
Improving Baselines in the Wild Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 22 3 0 31 Dec 2021
Focus on the Common Good: Group Distributional Robustness Follows Vihari Piratla Praneeth Netrapalli Sunita Sarawagi OOD 33 25 0 06 Oct 2021
Improving Building Segmentation for Off-Nadir Satellite Imagery Hanxiang Hao Sriram Baireddy Kevin J. LaTourette Latisha R. Konz Moses W. Chan M. Comer Edward J. Delp 41 3 0 08 Sep 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 71 697 0 04 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 69 519 0 31 Aug 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 30 118 0 12 Jun 2021
Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent Samira Abnar Rianne van den Berg Golnaz Ghiasi Mostafa Dehghani Nal Kalchbrenner Hanie Sedghi OOD CLL TTA 36 21 0 10 Jun 2021
An Information-theoretic Approach to Distribution Shifts Marco Federici Ryota Tomioka Patrick Forré OOD 49 18 0 07 Jun 2021
Quantifying and Improving Transferability in Domain Generalization Guojun Zhang Han Zhao Yaoliang Yu Pascal Poupart 45 37 0 07 Jun 2021
CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: Airports and electrical substations as case study Francisco Pérez-Hernández José Rodríguez-Ortega Y. Benhammou Francisco Herrera Siham Tabik 31 5 0 25 May 2021
There is no data like more data -- current status of machine learning datasets in remote sensing M. Schmitt S. A. Ahmadi Ronny Hansch 10 20 0 25 May 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 80 984 0 03 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 67 1,179 0 02 Mar 2021
The SpaceNet Multi-Temporal Urban Development Challenge A. V. Etten Daniel Hogan 30 16 0 23 Feb 2021
On Calibration and Out-of-domain Generalization Yoav Wald Amir Feder D. Greenfeld Uri Shalit OODD 30 153 0 20 Feb 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 106 1,386 0 14 Dec 2020
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 37 228 0 19 Nov 2020
Satellite Image Classification with Deep Learning M. D. Pritt Gary Chern 27 133 0 13 Oct 2020
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment Maryam Rahnemoonfar Tashnim Chowdhury Robin Murphy Odair Fernandes 18 35 0 02 Sep 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 13 199 0 06 Jul 2020
Estimating Displaced Populations from Overhead Armin Hadzic Gordon A. Christie Jeffrey Freeman Amber Dismer Stevan Bullard Ashley Greiner Nathan Jacobs R. Mukherjee 30 4 0 25 Jun 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 19 105 0 04 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 34 31 0 07 May 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 28 105 0 14 Apr 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 29 66 0 01 Mar 2020
Remote Sensor Design for Visual Recognition with Convolutional Neural Networks Lucas Jaffe M. Zelinski W. Sakla 19 14 0 24 Jun 2019
Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery Ritwik Gupta Carson D. Sestili J. Vazquez-Trejo Matthew E. Gaston VLM 25 2 0 12 Nov 2018
Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Resolution Satellite Images G. Rotich Rodrigo Minetto Sudeep Sarkar ObjD 24 3 0 23 Oct 2018
Learning to Interpret Satellite Images Using Wikipedia Evan Sheehan Burak Uzkent Chenlin Meng Zhongyi Tang Marshall Burke David B. Lobell Stefano Ermon 23 36 0 19 Sep 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 42 132 0 10 Feb 2018