Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Sornapudi, Sudhir, Singh, Rajhans |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks
by: Gupta, Anubhav, et al.
Published: (2024)
by: Gupta, Anubhav, et al.
Published: (2024)
Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data
by: Li, Xuesong, et al.
Published: (2025)
by: Li, Xuesong, et al.
Published: (2025)
Benchmarking Self-Supervised Models for Cardiac Ultrasound View Classification
by: Megahed, Youssef, et al.
Published: (2026)
by: Megahed, Youssef, et al.
Published: (2026)
USF-MAE: Ultrasound Self-Supervised Foundation Model with Masked Autoencoding
by: Megahed, Youssef, et al.
Published: (2025)
by: Megahed, Youssef, et al.
Published: (2025)
Lightweight Video Denoising Using a Classic Bayesian Backbone
by: Bled, Clément, et al.
Published: (2024)
by: Bled, Clément, et al.
Published: (2024)
From Pretraining to Privacy: Federated Ultrasound Foundation Model with Self-Supervised Learning
by: Jiang, Yuncheng, et al.
Published: (2024)
by: Jiang, Yuncheng, et al.
Published: (2024)
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
by: Ekanayake, Mevan, et al.
Published: (2023)
by: Ekanayake, Mevan, et al.
Published: (2023)
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
by: Chen, Shuhang, et al.
Published: (2025)
by: Chen, Shuhang, et al.
Published: (2025)
Self-Supervised Score-Based Despeckling for SAR Imagery via Log-Domain Transformation
by: Heo, Junhyuk
Published: (2026)
by: Heo, Junhyuk
Published: (2026)
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation
by: Song, Zhiyun, et al.
Published: (2024)
by: Song, Zhiyun, et al.
Published: (2024)
Automated Classification of First-Trimester Fetal Heart Views Using Ultrasound-Specific Self-Supervised Learning
by: Megahed, Youssef, et al.
Published: (2025)
by: Megahed, Youssef, et al.
Published: (2025)
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
by: Wang, Mengzhu, et al.
Published: (2025)
by: Wang, Mengzhu, et al.
Published: (2025)
Deeply Supervised Multi-Task Autoencoder for Biological Brain Age estimation using three dimensional T$_1$-weighted magnetic resonance imaging
by: Kanwal, Mehreen, et al.
Published: (2025)
by: Kanwal, Mehreen, et al.
Published: (2025)
Bladder Cancer Diagnosis with Deep Learning: A Multi-Task Framework and Online Platform
by: Yu, Jinliang, et al.
Published: (2025)
by: Yu, Jinliang, et al.
Published: (2025)
The Protocol Genome A Self Supervised Learning Framework from DICOM Headers
by: Joseph, Jimmy
Published: (2025)
by: Joseph, Jimmy
Published: (2025)
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning
by: Singh, Azad, et al.
Published: (2024)
by: Singh, Azad, et al.
Published: (2024)
Less is More: Selective Reduction of CT Data for Self-Supervised Pre-Training of Deep Learning Models with Contrastive Learning Improves Downstream Classification Performance
by: Wolf, Daniel, et al.
Published: (2024)
by: Wolf, Daniel, et al.
Published: (2024)
LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models
by: Chen, Zhihao, et al.
Published: (2025)
by: Chen, Zhihao, et al.
Published: (2025)
T-CACE: A Time-Conditioned Autoregressive Contrast Enhancement Multi-Task Framework for Contrast-Free Liver MRI Synthesis, Segmentation, and Diagnosis
by: Xiao, Xiaojiao, et al.
Published: (2025)
by: Xiao, Xiaojiao, et al.
Published: (2025)
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
by: Zhang, Wenbo, et al.
Published: (2024)
by: Zhang, Wenbo, et al.
Published: (2024)
LEAVS: An LLM-based Labeler for Abdominal CT Supervision
by: Lanfredi, Ricardo Bigolin, et al.
Published: (2025)
by: Lanfredi, Ricardo Bigolin, et al.
Published: (2025)
Scale-aware Adaptive Supervised Network with Limited Medical Annotations
by: Li, Zihan, et al.
Published: (2026)
by: Li, Zihan, et al.
Published: (2026)
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models
by: Li, Jiajia, et al.
Published: (2024)
by: Li, Jiajia, et al.
Published: (2024)
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation
by: Yue, Zhiling, et al.
Published: (2024)
by: Yue, Zhiling, et al.
Published: (2024)
Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation
by: Zhao, Ruijie, et al.
Published: (2025)
by: Zhao, Ruijie, et al.
Published: (2025)
Task-Aware Encoder Control for Deep Video Compression
by: Ge, Xingtong, et al.
Published: (2024)
by: Ge, Xingtong, et al.
Published: (2024)
ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs
by: Parida, Bikram Keshari, et al.
Published: (2025)
by: Parida, Bikram Keshari, et al.
Published: (2025)
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models
by: Mao, Yuchen, et al.
Published: (2025)
by: Mao, Yuchen, et al.
Published: (2025)
Magnification-Aware Distillation (MAD): A Self-Supervised Framework for Unified Representation Learning in Gigapixel Whole-Slide Images
by: Gokmen, Mahmut S., et al.
Published: (2025)
by: Gokmen, Mahmut S., et al.
Published: (2025)
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image Reconstruction
by: Gao, Ziqi, et al.
Published: (2024)
by: Gao, Ziqi, et al.
Published: (2024)
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection
by: Xu, Ruoyu, et al.
Published: (2024)
by: Xu, Ruoyu, et al.
Published: (2024)
Joint Self-Supervised and Supervised Contrastive Learning for Multimodal MRI Data: Towards Predicting Abnormal Neurodevelopment
by: Li, Zhiyuan, et al.
Published: (2023)
by: Li, Zhiyuan, et al.
Published: (2023)
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models
by: Qin, Shihua, et al.
Published: (2024)
by: Qin, Shihua, et al.
Published: (2024)
Weakly Supervised Intracranial Aneurysm Detection and Segmentation in MR angiography via Multi-task UNet with Vesselness Prior
by: Rainville, Erin, et al.
Published: (2025)
by: Rainville, Erin, et al.
Published: (2025)
Modulo Video Recovery via Selective Spatiotemporal Vision Transformer
by: Geng, Tianyu, et al.
Published: (2025)
by: Geng, Tianyu, et al.
Published: (2025)
ADP-FL-MedSeg: Adaptive Differential Privacy for Federated Medical Segmentation Across Diverse Modalities
by: Saha, Puja, et al.
Published: (2026)
by: Saha, Puja, et al.
Published: (2026)
A Specific Task-oriented Semantic Image Communication System for substation patrol inspection
by: Fan, Senran, et al.
Published: (2023)
by: Fan, Senran, et al.
Published: (2023)
A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models
by: Luo, Xiaoling, et al.
Published: (2025)
by: Luo, Xiaoling, et al.
Published: (2025)
Adversarial Multi-Task Learning for Liver Tumor Segmentation, Dynamic Enhancement Regression, and Classification
by: Xiao, Xiaojiao, et al.
Published: (2025)
by: Xiao, Xiaojiao, et al.
Published: (2025)
MICCAI STS 2024 Challenge: Semi-Supervised Instance-Level Tooth Segmentation in Panoramic X-ray and CBCT Images
by: Wang, Yaqi, et al.
Published: (2025)
by: Wang, Yaqi, et al.
Published: (2025)
Similar Items
-
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks
by: Gupta, Anubhav, et al.
Published: (2024) -
Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data
by: Li, Xuesong, et al.
Published: (2025) -
Benchmarking Self-Supervised Models for Cardiac Ultrasound View Classification
by: Megahed, Youssef, et al.
Published: (2026) -
USF-MAE: Ultrasound Self-Supervised Foundation Model with Masked Autoencoding
by: Megahed, Youssef, et al.
Published: (2025) -
Lightweight Video Denoising Using a Classic Bayesian Backbone
by: Bled, Clément, et al.
Published: (2024)