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MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
16 September 2023
Fudong Lin
Summer Crawford
Kaleb Guillot
Yihe Zhang
Yan Chen
Xu Yuan
Li Chen
Shelby Williams
Robert Minvielle
Xiangming Xiao
Drew Gholson
Nicolas Ashwell
Tri Setiyono
B. Tubana
Lu Peng
Magdy A. Bayoumi
N. Tzeng
Re-assign community
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Papers citing
"MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer"
23 / 23 papers shown
Title
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach
Yuting Huang
Ziquan Fang
Zhihao Zeng
Lu Chen
Yunjun Gao
192
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0
23 May 2025
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning
Xiaoyu Wang
Yuchi Ma
Qunying Huang
Zhengwei Yang
Zhou Zhang
192
1
0
17 Feb 2025
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning
Ranjan Sapkota
Manoj Karkee
67
6
0
21 Oct 2024
Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation
Liyan Chen
Weihan Wang
Philippos Mordohai
UQCV
90
27
0
31 Mar 2023
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection
Yanghao Li
Chaoxia Wu
Haoqi Fan
K. Mangalam
Bo Xiong
Jitendra Malik
Christoph Feichtenhofer
ViT
153
693
0
02 Dec 2021
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction
Joshua Fan
Junwen Bai
Zhiyun Li
Ariel Ortiz-Bobea
Carla P. Gomes
160
70
0
17 Nov 2021
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
475
7,819
0
11 Nov 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks
Vivien Sainte Fare Garnot
Loic Landrieu
AI4TS
128
162
0
16 Jul 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer
Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lu
Ping Luo
Ling Shao
ViT
AI4TS
122
1,676
0
25 Jun 2021
BEiT: BERT Pre-Training of Image Transformers
Hangbo Bao
Li Dong
Songhao Piao
Furu Wei
ViT
289
2,841
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15 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
711
6,127
0
29 Apr 2021
Multiscale Vision Transformers
Haoqi Fan
Bo Xiong
K. Mangalam
Yanghao Li
Zhicheng Yan
Jitendra Malik
Christoph Feichtenhofer
ViT
135
1,265
0
22 Apr 2021
Rethinking Spatial Dimensions of Vision Transformers
Byeongho Heo
Sangdoo Yun
Dongyoon Han
Sanghyuk Chun
Junsuk Choe
Seong Joon Oh
ViT
512
582
0
30 Mar 2021
ViViT: A Video Vision Transformer
Anurag Arnab
Mostafa Dehghani
G. Heigold
Chen Sun
Mario Lucic
Cordelia Schmid
ViT
225
2,167
0
29 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lu
Ping Luo
Ling Shao
ViT
533
3,734
0
24 Feb 2021
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt
Mohsen Shahhosseini
Guiping Hu
S. Archontoulis
I. Huber
AI4Cl
48
256
0
28 Jul 2020
A Simple Framework for Contrastive Learning of Visual Representations
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
378
18,866
0
13 Feb 2020
A CNN-RNN Framework for Crop Yield Prediction
S. Khaki
Lizhi Wang
S. Archontoulis
76
447
0
20 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel
Noam M. Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
AIMat
472
20,317
0
23 Oct 2019
Crop Yield Prediction Using Deep Neural Networks
S. Khaki
Lizhi Wang
54
551
0
07 Feb 2019
SGDR: Stochastic Gradient Descent with Warm Restarts
I. Loshchilov
Frank Hutter
ODL
350
8,174
0
13 Aug 2016
Layer Normalization
Jimmy Lei Ba
J. Kiros
Geoffrey E. Hinton
426
10,531
0
21 Jul 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
568
8,005
0
13 Jun 2015
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