Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1709.00029
Cited By
v1
v2 (latest)
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
31 August 2017
P. Helber
B. Bischke
Andreas Dengel
Damian Borth
Re-assign community
ArXiv (abs)
PDF
HTML
Github (455★)
Papers citing
"EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification"
50 / 1,073 papers shown
Unsupervised Prompt Learning for Vision-Language Models
Hao Huang
Jack Chu
Fangyun Wei
VPVLM
MLLM
VLM
334
157
0
07 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
Dimitrios Sykas
Maria Sdraka
Dimitrios Zografakis
Ioannis Papoutsis
239
45
0
02 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models
Hyojin Bahng
Ali Jahanian
S. Sankaranarayanan
Phillip Isola
VLM
VPVLM
LRM
379
339
0
31 Mar 2022
Parameter-efficient Model Adaptation for Vision Transformers
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xuehai He
Chunyuan Li
Pengchuan Zhang
Jianwei Yang
Xinze Wang
163
104
0
29 Mar 2022
Large-scale Bilingual Language-Image Contrastive Learning
ByungSoo Ko
Geonmo Gu
VLM
254
16
0
28 Mar 2022
Visual Prompt Tuning
European Conference on Computer Vision (ECCV), 2022
Menglin Jia
Luming Tang
Bor-Chun Chen
Claire Cardie
Serge Belongie
Bharath Hariharan
Ser-Nam Lim
VLM
VPVLM
599
2,237
0
23 Mar 2022
DATA: Domain-Aware and Task-Aware Self-supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Qing Chang
Junran Peng
Lingxi Xie
Jiajun Sun
Hao Yin
Qi Tian
Zhaoxiang Zhang
220
8
0
17 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
International Journal of Computer Vision (IJCV), 2022
Yuanhan Zhang
Qi Sun
Yichun Zhou
Zexin He
Zhen-fei Yin
Kunze Wang
Lu Sheng
Yu Qiao
Jing Shao
Ziwei Liu
ObjD
VLM
278
22
0
15 Mar 2022
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
Yuqian Fu
Yu Xie
Yanwei Fu
Yue Yu
Yu-Gang Jiang
203
28
0
15 Mar 2022
Conditional Prompt Learning for Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2022
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VLM
CLIP
VPVLM
505
1,849
0
10 Mar 2022
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Neural Information Processing Systems (NeurIPS), 2022
Changdae Oh
Junhyuk So
Hoyoon Byun
Yongtaek Lim
Minchul Shin
Jong-June Jeon
Kyungwoo Song
449
39
0
08 Mar 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
Neural Information Processing Systems (NeurIPS), 2022
Weixin Liang
Yuhui Zhang
Yongchan Kwon
Serena Yeung
James Zou
VLM
454
593
0
03 Mar 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Priya Goyal
Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLM
SSL
404
122
0
16 Feb 2022
Self-Supervised Class-Cognizant Few-Shot Classification
International Conference on Information Photonics (ICIP), 2022
Ojas Kishore Shirekar
Hadi Jamali Rad
SSL
189
6
0
15 Feb 2022
Simple Control Baselines for Evaluating Transfer Learning
Andrei Atanov
Shijian Xu
Onur Beker
Andrei Filatov
Amir Zamir
SSL
168
1
0
07 Feb 2022
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
Neural Information Processing Systems (NeurIPS), 2022
Jaehoon Oh
Sungnyun Kim
Namgyu Ho
Jin-Hwa Kim
Hwanjun Song
Se-Young Yun
225
49
0
01 Feb 2022
IMACS: Image Model Attribution Comparison Summaries
E. Schoop
Benjamin D. Wedin
A. Kapishnikov
Tolga Bolukbasi
Michael Terry
FAtt
196
1
0
26 Jan 2022
Jalisco's multiclass land cover analysis and classification using a novel lightweight convnet with real-world multispectral and relief data
A. Quevedo
A. Sánchez
Raul Nanclares
Diana P. Montoya
J. Pacho
Jorge Martínez
E. U. Moya-Sánchez
70
2
0
26 Jan 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation
Remote Sensing (RS), 2022
I. Dimitrovski
Ivan Kitanovski
P. Panov
Nikola Simidjievski
D. Kocev
264
14
0
21 Jan 2022
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhengying Liu
Adrien Pavao
Zhen Xu
Sergio Escalera
Fabio Ferreira
...
Peng Wang
Chenglin Wu
Youcheng Xiong
Arber Zela
Yang Zhang
AAML
163
28
0
11 Jan 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning
International Conference on Machine Learning (ICML), 2022
Utku Evci
Vincent Dumoulin
Hugo Larochelle
Michael C. Mozer
453
97
0
10 Jan 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Computer Vision and Pattern Recognition (CVPR), 2022
Xudong Wang
Zhi-Li Wu
Long Lian
Stella X. Yu
252
131
0
05 Jan 2022
SLIP: Self-supervision meets Language-Image Pre-training
European Conference on Computer Vision (ECCV), 2021
Norman Mu
Alexander Kirillov
David Wagner
Saining Xie
VLM
CLIP
374
570
0
23 Dec 2021
Max-Margin Contrastive Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Anshul B. Shah
S. Sra
Ramalingam Chellappa
A. Cherian
SSL
149
53
0
21 Dec 2021
Hierarchical Variational Memory for Few-shot Learning Across Domains
Yingjun Du
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
VLM
BDL
318
21
0
15 Dec 2021
FLAVA: A Foundational Language And Vision Alignment Model
Amanpreet Singh
Ronghang Hu
Vedanuj Goswami
Guillaume Couairon
Wojciech Galuba
Marcus Rohrbach
Douwe Kiela
CLIP
VLM
348
857
0
08 Dec 2021
Few-Shot Image Classification Along Sparse Graphs
Joseph F. Comer
P. Jacobson
Heiko Hoffmann
158
1
0
07 Dec 2021
VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts
Longtian Qiu
Renrui Zhang
Ziyu Guo
Wei Zhang
Zilu Guo
Ziyao Zeng
Guangnan Zhang
VLM
CLIP
234
54
0
04 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks
Peri Akiva
Matthew Purri
Matthew J. Leotta
SSL
168
81
0
03 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
Yizhou Wang
Weizhen He
Feng Zhu
Mengwei He
Rui Zhao
Donglian Qi
Wanli Ouyang
328
60
0
01 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data
Samarth Mishra
Yikang Shen
Cheng Perng Phoo
Chun-Fu Chen
Leonid Karlinsky
Kate Saenko
Venkatesh Saligrama
Rogerio Feris
387
42
0
30 Nov 2021
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021
Alexander Becker
S. Russo
Stefano Puliti
Nico Lang
Konrad Schindler
Jan Dirk Wegner
207
49
0
25 Nov 2021
One to Transfer All: A Universal Transfer Framework for Vision Foundation Model with Few Data
Yujie Wang
Junqin Huang
Mengya Gao
Yichao Wu
Zhen-fei Yin
Ding Liang
Junjie Yan
166
0
0
24 Nov 2021
Distribution Estimation to Automate Transformation Policies for Self-Supervision
Seunghan Yang
Debasmit Das
Simyung Chang
Sungrack Yun
Fatih Porikli
153
6
0
24 Nov 2021
Florence: A New Foundation Model for Computer Vision
Lu Yuan
Dongdong Chen
Yi-Ling Chen
Noel Codella
Xiyang Dai
...
Zhen Xiao
Jianwei Yang
Michael Zeng
Luowei Zhou
Pengchuan Zhang
VLM
391
1,047
0
22 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification
Ioannis Papoutsis
Nikolaos Ioannis Bountos
Angelos Zavras
Dimitrios Michail
Christos Tryfonopoulos
445
72
0
18 Nov 2021
TorchGeo: Deep Learning With Geospatial Data
Adam J. Stewart
Caleb Robinson
Isaac Corley
Anthony Ortiz
J. L. Ferres
Arindam Banerjee
3DPC
369
102
0
17 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision
Jing Shao
Siyu Chen
Yangguang Li
Kun Wang
Zhen-fei Yin
...
F. Yu
Junjie Yan
Dahua Lin
Xiaogang Wang
Yu Qiao
234
39
0
16 Nov 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling
Renrui Zhang
Rongyao Fang
Wei Zhang
Shiyang Feng
Kunchang Li
Jifeng Dai
Yu Qiao
Jiaming Song
VLM
662
520
0
06 Nov 2021
Do we still need ImageNet pre-training in remote sensing scene classification?
Vladimir Risojević
Vladan Stojnić
265
12
0
05 Nov 2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Neural Information Processing Systems (NeurIPS), 2021
Andreas Fürst
Elisabeth Rumetshofer
Johannes Lehner
Viet-Hung Tran
Fei Tang
...
David P. Kreil
Michael K Kopp
Günter Klambauer
Angela Bitto-Nemling
Sepp Hochreiter
VLM
CLIP
654
117
0
21 Oct 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles
Bram Wallace
Devansh Arpit
Huan Wang
Caiming Xiong
SSL
OOD
133
0
0
19 Oct 2021
Rethinking Supervised Pre-training for Better Downstream Transferring
International Conference on Learning Representations (ICLR), 2021
Yutong Feng
Jianwen Jiang
Mingqian Tang
Rong Jin
Yue Gao
SSL
306
48
0
12 Oct 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters
International Journal of Computer Vision (IJCV), 2021
Shiyang Feng
Shijie Geng
Renrui Zhang
Teli Ma
Rongyao Fang
Zelong Li
Jiaming Song
Yu Qiao
VLM
CLIP
1.2K
1,431
0
09 Oct 2021
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study
Raoof Naushad
Tarunpreet Kaur
Ebrahim Ghaderpour
211
153
0
06 Oct 2021
Exploring the Limits of Large Scale Pre-training
Samira Abnar
Mostafa Dehghani
Behnam Neyshabur
Hanie Sedghi
AI4CE
205
133
0
05 Oct 2021
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
G. Marchisio
P. Helber
B. Bischke
T. Davis
Çaglar Senaras
D. Zanaga
R. Van De Kerchove
A. Wania
173
7
0
05 Oct 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans
Yuki M. Asano
Christian Rupprecht
Andrew Zisserman
Andrea Vedaldi
VLM
SSL
211
62
0
27 Sep 2021
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
A. Sebastianelli
Daniela A. Zaidenberg
D. Spiller
Bertrand Le Saux
Silvia Liberata Ullo
206
116
0
20 Sep 2021
Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition
Xiyao Liu
Zhong Ji
Yanwei Pang
Zhongfei Zhang
160
23
0
03 Sep 2021
Previous
1
2
3
...
19
20
21
22
Next
