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1807.11809
Cited By
Deep learning in agriculture: A survey
31 July 2018
A. Kamilaris
F. Prenafeta-Boldú
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Papers citing
"Deep learning in agriculture: A survey"
50 / 204 papers shown
Density-Driven Multi-Agent Coordination for Efficient Farm Coverage and Management in Smart Agriculture
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Rahul Harsha Cheppally
Benjamin Vail
Keziban Yalçın Dokumacı
Ajay Sharda
209
1
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NeuPerm: Disrupting Malware Hidden in Neural Network Parameters by Leveraging Permutation Symmetry
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Ran Dubin
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137
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23 Oct 2025
Unlocking Zero-Shot Plant Segmentation with Pl@ntNet Intelligence
Simon Ravé
J. Lombardo
P. Rasti
Alexis Joly
D. Rousseau
VLM
146
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0
14 Oct 2025
Ortho-Fuse: Orthomosaic Generation for Sparse High-Resolution Crop Health Maps Through Intermediate Optical Flow Estimation
Rugved Katole
Christopher Stewart
106
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0
11 Oct 2025
AgriGPT-VL: Agricultural Vision-Language Understanding Suite
Bo Yang
Yunkui Chen
Lanfei Feng
Y. Zhang
Xiao-Qiang Xu
...
Nueraili Aierken
Runhe Huang
Hongjian Lin
Yibin Ying
Shijian Li
VLM
400
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05 Oct 2025
Optimizing Agricultural Research: A RAG-Based Approach to Mycorrhizal Fungi Information
Mohammad Usman Altam
Md Imtiaz Habib
Tuan Hoang
97
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0
16 Sep 2025
Early Detection of Branched Broomrape (Phelipanche ramosa) Infestation in Tomato Crops Using Leaf Spectral Analysis and Machine Learning
Mohammadreza Narimani
Alireza Pourreza
A. Moghimi
Parastoo Farajpoor
Hamid Jafarbiglu
Mohsen Mesgaran
142
1
0
15 Sep 2025
ViewSparsifier: Killing Redundancy in Multi-View Plant Phenotyping
Robin-Nico Kampa
Fabian Deuser
Konrad Habel
Norbert Oswald
134
1
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10 Sep 2025
SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
Tang Sui
Songxi Yang
Qunying Huang
122
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0
07 Sep 2025
ATMS-KD: Adaptive Temperature and Mixed Sample Knowledge Distillation for a Lightweight Residual CNN in Agricultural Embedded Systems
Mohamed Ohamouddou
Said Ohamouddou
A. E. Afia
Rafik Lasri
182
2
0
27 Aug 2025
WeedSense: Multi-Task Learning for Weed Segmentation, Height Estimation, and Growth Stage Classification
Toqi Tahamid Sarker
Khaled R Ahmed
Taminul Islam
Cristiana Bernardi Rankrape
Karla Gage
151
4
0
20 Aug 2025
PCA- and SVM-Grad-CAM for Convolutional Neural Networks: Closed-form Jacobian Expression
Yuto Omae
83
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0
16 Aug 2025
DragonFruitQualityNet: A Lightweight Convolutional Neural Network for Real-Time Dragon Fruit Quality Inspection on Mobile Devices
Md Zahurul Haquea
Yeahyea Sarker
Muhammed Farhan Sadique Mahi
Syed Jubayer Jaman
Md Robiul Islam
89
3
0
10 Aug 2025
Temporal Vegetation Index-Based Unsupervised Crop Stress Detection via Eigenvector-Guided Contrastive Learning
Shafqaat Ahmad
109
2
0
03 Jun 2025
MangoLeafViT: Leveraging Lightweight Vision Transformer with Runtime Augmentation for Efficient Mango Leaf Disease Classification
Rafi Hassan Chowdhury
Sabbir Ahmed
210
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29 May 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
Marco Turzi
Siamak Mehrkanoon
AI4TS
337
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25 Apr 2025
Hybrid Knowledge Transfer through Attention and Logit Distillation for On-Device Vision Systems in Agricultural IoT
Stanley Mugisha
Rashid Kisitu
Florence Tushabe
246
6
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21 Apr 2025
MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications
Ning Xin
Jionglong Su
Md Maruf Hasan
AI4TS
489
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0
18 Apr 2025
Design and Implementation of FourCropNet: A CNN-Based System for Efficient Multi-Crop Disease Detection and Management
Journal of Information Systems Engineering & Management (JISEM), 2025
H. P. Khandagale
Sangram Patil
V. S. Gavali
S. V. Chavan
P. P. Halkarnikar
Prateek A. Meshram
354
10
0
11 Mar 2025
Deep Learning-Based Transfer Learning for Classification of Cassava Disease
Ademir G. Costa Junior
Fábio S. da Silva
Ricardo Rios
219
4
0
26 Feb 2025
Deep-Bench: Deep Learning Benchmark Dataset for Code Generation
Alireza Daghighfarsoodeh
Chung-Yu Wang
Hamed Taherkhani
Melika Sepidband
Mohammad Abdollahi
Hadi Hemmati
Hung Viet Pham
ALM
ELM
626
3
0
26 Feb 2025
A survey of datasets for computer vision in agriculture
Nico Heider
Lorenz Gunreben
Sebastian Zürner
Martin Schieck
331
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24 Feb 2025
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction
P. Melki
Lionel Bombrun
Boubacar Diallo
Jérôme Dias
Jean-Pierre da Costa
262
1
0
13 Jan 2025
Automated Defect Detection and Grading of Piarom Dates Using Deep Learning
Nasrin Azimi
Danial Mohammad Rezaei
159
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0
23 Oct 2024
Deep-Wide Learning Assistance for Insect Pest Classification
Toan Nguyen
Huy Nguyen
Huy Ung
Hieu T. Ung
Binh T. Nguyen
311
6
0
16 Sep 2024
Class-specific Data Augmentation for Plant Stress Classification
Nasla Saleem
Aditya Balu
Talukder Zaki Jubery
Arti Singh
Asheesh Kumar Singh
Soumik Sarkar
Baskar Ganapathysubramanian
215
3
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18 Jun 2024
An Organic Weed Control Prototype using Directed Energy and Deep Learning
Deng Cao
Hongbo Zhang
Rajveer Dhillon
126
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31 May 2024
Leveraging Time-Series Foundation Models in Smart Agriculture for Soil Moisture Forecasting
Boje Deforce
Bart Baesens
E. S. Asensio
AI4TS
AI4CE
208
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29 May 2024
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models
Jiajia Li
Kyle Lammers
Xunyuan Yin
Xiang Yin
Long He
Renfu Lu
Zhaojian Li
236
7
0
14 May 2024
Few-Shot Fruit Segmentation via Transfer Learning
IEEE International Conference on Robotics and Automation (ICRA), 2024
Jordan A. James
Heather K. Manching
Amanda M. Hulse-Kemp
William J. Beksi
244
2
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04 May 2024
Language Models Still Struggle to Zero-shot Reason about Time Series
Mike A. Merrill
Mingtian Tan
Vinayak Gupta
Tom Hartvigsen
Tim Althoff
AI4TS
LRM
421
87
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17 Apr 2024
ChatGPT and general-purpose AI count fruits in pictures surprisingly well
Konlavach Mengsuwan
Juan Camilo Rivera Palacio
Masahiro Ryo
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171
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12 Apr 2024
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation
Bart M. van Marrewijk
Charbel Dandjinou
D. Rustia
Nicolas Franco Gonzalez
Boubacar Diallo
Jérôme Dias
P. Melki
Pieter M. Blok
255
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03 Apr 2024
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset
IEEE International Conference on Robotics and Automation (ICRA), 2024
Dongsu Lee
Chanin Eom
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GP
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158
19
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03 Apr 2024
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions
Vladimír Kunc
443
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14 Feb 2024
Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning
Ahmed Radwan
Layan Zaafarani
Jetana Abudawood
Faisal AlZahrani
Fares Fourati
285
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01 Feb 2024
Multi-label Annotation for Visual Multi-Task Learning Models
International Conference on Robotic Computing (IRC), 2023
Gaurang Sharma
A. Angleraud
R. Pieters
225
1
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30 Nov 2023
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud
Jianchao Ci
Xin Wang
David Rapado Rincon
A. K. Burusa
Gert Kootstra
259
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08 Nov 2023
Analyzing Near-Infrared Hyperspectral Imaging for Protein Content Regression and Grain Variety Classification Using Bulk References and Varying Grain-to-Background Ratios
Ole-Christian Galbo Engstrøm
E. Dreier
Birthe Pontoppidan Møller Jespersen
Kim Steenstrup Pedersen
172
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Crop Disease Classification using Support Vector Machines with Green Chromatic Coordinate (GCC) and Attention based feature extraction for IoT based Smart Agricultural Applications
S. Jha
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Beependra Singh
145
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Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model
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Aoran Hu
Rong Xiao
Haifeng Li
Yuze Wang
AI4CE
VLM
299
1
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16 Oct 2023
Assessing of Soil Erosion Risk Through Geoinformation Sciences and Remote Sensing -- A Review
Lachezar Hristov Filchev
Vasil Kolev
137
2
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GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
B. Silva
Leonardo Nunes
Roberto Estevão
Vijay Aski
Ranveer Chandra
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Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset
Vietnam Journal of Computer Science (VJCS), 2023
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Lojenaa Navanesan
Simon Barque
Assanka Sayakkara
Nhien-An Le-Khac
208
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Unveiling the frontiers of deep learning: innovations shaping diverse domains
Shams Forruque Ahmed
Md. Sakib Bin Alam
Maliha Kabir
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Aanushka Mehjabin
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Deep-Learning Framework for Optimal Selection of Soil Sampling Sites
Computers and Electronics in Agriculture (Comput. Electron. Agric.), 2023
Tan-Hanh Pham
Praneel Acharya
Sravanthi Bachina
Kristopher Osterloh
Kim-Doang Nguyen
196
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02 Sep 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges
Jiajia Li
Mingle Xu
Lirong Xiang
Dong Chen
Weichao Zhuang
Xunyuan Yin
Zhao Li
679
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Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study
Sidike Paheding
Abel A. Reyes Angulo
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A Fast Fourier Convolutional Deep Neural Network For Accurate and Explainable Discrimination Of Wheat Yellow Rust And Nitrogen Deficiency From Sentinel-2 Time-Series Data
Frontiers in Plant Science (Front. Plant Sci.), 2023
Yue Shi
Liangxiu Han
Pablo González-Moreno
Darren Dancey
Wenjiang Huang
Zhiqiang Zhang
Yuanyuan Liu
Mengning Huang
Hongfu Miao
Min Dai
176
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