Adapting SAM with Dynamic Similarity Graphs for Few-Shot Parameter-Efficient Small Dense Object Detection: A Case Study of Chickpea Pods in Field Conditions
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Jiang, Xintong, Liu, Yixue, Debbagh, Mohamed, Tian, Yu, Hoyos-Villegas, Valerio, Adamchuk, Viacheslav, Sun, Shangpeng |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
par: Lapin, Mykyta, et autres
Publié: (2025)
par: Lapin, Mykyta, et autres
Publié: (2025)
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
par: Raoufi, Behnam, et autres
Publié: (2025)
par: Raoufi, Behnam, et autres
Publié: (2025)
Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
par: Ahmad, Hafiz Mughees, et autres
Publié: (2024)
par: Ahmad, Hafiz Mughees, et autres
Publié: (2024)
Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
par: Gomes, Manuel, et autres
Publié: (2025)
par: Gomes, Manuel, et autres
Publié: (2025)
CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
par: Diller, Christian, et autres
Publié: (2023)
par: Diller, Christian, et autres
Publié: (2023)
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
par: Rajapaksha, Uchitha, et autres
Publié: (2024)
par: Rajapaksha, Uchitha, et autres
Publié: (2024)
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
par: Semenov, Andrei, et autres
Publié: (2024)
par: Semenov, Andrei, et autres
Publié: (2024)
SH17: A Dataset for Human Safety and Personal Protective Equipment Detection in Manufacturing Industry
par: Ahmad, Hafiz Mughees, et autres
Publié: (2024)
par: Ahmad, Hafiz Mughees, et autres
Publié: (2024)
Learning Association via Track-Detection Matching for Multi-Object Tracking
par: Adžemović, Momir
Publié: (2025)
par: Adžemović, Momir
Publié: (2025)
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
par: Gupta, Sunny, et autres
Publié: (2024)
par: Gupta, Sunny, et autres
Publié: (2024)
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
par: Kashyap, Pankhi, et autres
Publié: (2024)
par: Kashyap, Pankhi, et autres
Publié: (2024)
Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions
par: Marrakchi, Ghassen, et autres
Publié: (2026)
par: Marrakchi, Ghassen, et autres
Publié: (2026)
Task Singular Vectors: Reducing Task Interference in Model Merging
par: Gargiulo, Antonio Andrea, et autres
Publié: (2024)
par: Gargiulo, Antonio Andrea, et autres
Publié: (2024)
FAME: Feature Activation Map Explanation on Image Classification and Face Recognition
par: Zhang, Xinyi, et autres
Publié: (2026)
par: Zhang, Xinyi, et autres
Publié: (2026)
Sign language recognition based on deep learning and low-cost handcrafted descriptors
par: Carneiro, Alvaro Leandro Cavalcante, et autres
Publié: (2024)
par: Carneiro, Alvaro Leandro Cavalcante, et autres
Publié: (2024)
FLD+: Data-efficient Evaluation Metric for Generative Models
par: Jeevan, Pranav, et autres
Publié: (2024)
par: Jeevan, Pranav, et autres
Publié: (2024)
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
par: Jeevan, Pranav, et autres
Publié: (2024)
par: Jeevan, Pranav, et autres
Publié: (2024)
Normalizing Flow-Based Metric for Image Generation
par: Jeevan, Pranav, et autres
Publié: (2024)
par: Jeevan, Pranav, et autres
Publié: (2024)
WaveMix: A Resource-efficient Neural Network for Image Analysis
par: Jeevan, Pranav, et autres
Publié: (2022)
par: Jeevan, Pranav, et autres
Publié: (2022)
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
par: Jeevan, Pranav, et autres
Publié: (2024)
par: Jeevan, Pranav, et autres
Publié: (2024)
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
par: Gupta, Sunny, et autres
Publié: (2025)
par: Gupta, Sunny, et autres
Publié: (2025)
Multimodal Ensemble with Conditional Feature Fusion for Dysgraphia Diagnosis in Children from Handwriting Samples
par: Kunhoth, Jayakanth, et autres
Publié: (2024)
par: Kunhoth, Jayakanth, et autres
Publié: (2024)
Detecting AI-Generated Videos with Spiking Neural Networks
par: Jang, Minsuk, et autres
Publié: (2026)
par: Jang, Minsuk, et autres
Publié: (2026)
FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
par: Gupta, Sunny, et autres
Publié: (2024)
par: Gupta, Sunny, et autres
Publié: (2024)
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
par: Gupta, Sunny, et autres
Publié: (2025)
par: Gupta, Sunny, et autres
Publié: (2025)
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
par: Gupta, Sunny, et autres
Publié: (2025)
par: Gupta, Sunny, et autres
Publié: (2025)
Vision transformers in domain adaptation and domain generalization: a study of robustness
par: Alijani, Shadi, et autres
Publié: (2024)
par: Alijani, Shadi, et autres
Publié: (2024)
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
par: Maniyar, Chintan B., et autres
Publié: (2025)
par: Maniyar, Chintan B., et autres
Publié: (2025)
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations
par: Diller, Christian, et autres
Publié: (2022)
par: Diller, Christian, et autres
Publié: (2022)
NV3D: Leveraging Spatial Shape Through Normal Vector-based 3D Object Detection
par: Chaowakarn, Krittin, et autres
Publié: (2025)
par: Chaowakarn, Krittin, et autres
Publié: (2025)
Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
par: Estepa, Imanol G., et autres
Publié: (2026)
par: Estepa, Imanol G., et autres
Publié: (2026)
TAG-Head: Time-Aligned Graph Head for Plug-and-Play Fine-grained Action Recognition
par: Hassan, Imtiaz Ul, et autres
Publié: (2026)
par: Hassan, Imtiaz Ul, et autres
Publié: (2026)
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
par: Estepa, Imanol G., et autres
Publié: (2023)
par: Estepa, Imanol G., et autres
Publié: (2023)
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification
par: Ho, Darryl, et autres
Publié: (2025)
par: Ho, Darryl, et autres
Publié: (2025)
High-Frequency Semantics and Geometric Priors for End-to-End Detection Transformers in Challenging UAV Imagery
par: Peng, Hongxing, et autres
Publié: (2025)
par: Peng, Hongxing, et autres
Publié: (2025)
PhysicsNeRF: Physics-Guided 3D Reconstruction from Sparse Views
par: Barhdadi, Mohamed Rayan, et autres
Publié: (2025)
par: Barhdadi, Mohamed Rayan, et autres
Publié: (2025)
Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity
par: Soad, Md. Sohanuzzaman, et autres
Publié: (2026)
par: Soad, Md. Sohanuzzaman, et autres
Publié: (2026)
SpectralCA: Bi-Directional Cross-Attention for Next-Generation UAV Hyperspectral Vision
par: Brovko, D. V.
Publié: (2025)
par: Brovko, D. V.
Publié: (2025)
CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
par: Schiffer, Christian, et autres
Publié: (2025)
par: Schiffer, Christian, et autres
Publié: (2025)
Decoupling Vision and Language: Codebook Anchored Visual Adaptation
par: Wu, Jason, et autres
Publié: (2026)
par: Wu, Jason, et autres
Publié: (2026)
Documents similaires
-
Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
par: Lapin, Mykyta, et autres
Publié: (2025) -
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
par: Raoufi, Behnam, et autres
Publié: (2025) -
Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
par: Ahmad, Hafiz Mughees, et autres
Publié: (2024) -
Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
par: Gomes, Manuel, et autres
Publié: (2025) -
CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
par: Diller, Christian, et autres
Publié: (2023)