Cover Image

Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lapin, Mykyta, Bokhan, Kostiantyn, Parzhyn, Yurii
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence I.2.6; I.2.10; I.4.3; I.4.6; I.5.1; I.5.2
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
by: Gupta, Sunny, et al.
Published: (2024)

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)

How Can One Choose the Best CAM-Based Explainability Method for a CNN Model?
by: Costa, Daniel da Silva, et al.
Published: (2026)

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings
by: Perera, Amal S., et al.
Published: (2025)

Adapting SAM with Dynamic Similarity Graphs for Few-Shot Parameter-Efficient Small Dense Object Detection: A Case Study of Chickpea Pods in Field Conditions
by: Jiang, Xintong, et al.
Published: (2025)

WaveMix: A Resource-efficient Neural Network for Image Analysis
by: Jeevan, Pranav, et al.
Published: (2022)

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
by: Gupta, Sunny, et al.
Published: (2025)

Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions
by: Marrakchi, Ghassen, et al.
Published: (2026)

FLD+: Data-efficient Evaluation Metric for Generative Models
by: Jeevan, Pranav, et al.
Published: (2024)

WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
by: Jeevan, Pranav, et al.
Published: (2024)

Normalizing Flow-Based Metric for Image Generation
by: Jeevan, Pranav, et al.
Published: (2024)

Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
by: Gomes, Manuel, et al.
Published: (2025)

Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
by: Jeevan, Pranav, et al.
Published: (2024)

FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
by: Gupta, Sunny, et al.
Published: (2024)

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
by: Gupta, Sunny, et al.
Published: (2025)

FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
by: Gupta, Sunny, et al.
Published: (2025)

Interpreting Structured Perturbations in Image Protection Methods for Diffusion Models
by: Martin, Michael R., et al.
Published: (2025)

Decoupling Vision and Language: Codebook Anchored Visual Adaptation
by: Wu, Jason, et al.
Published: (2026)

U-SEG: Uncertainty in SEGmentation -- A systematic multi-variable exploration
by: Smith, Michael, et al.
Published: (2026)

SpectralCA: Bi-Directional Cross-Attention for Next-Generation UAV Hyperspectral Vision
by: Brovko, D. V.
Published: (2025)

CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
by: Schiffer, Christian, et al.
Published: (2025)

Multimodal Ensemble with Conditional Feature Fusion for Dysgraphia Diagnosis in Children from Handwriting Samples
by: Kunhoth, Jayakanth, et al.
Published: (2024)

Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
by: Maniyar, Chintan B., et al.
Published: (2025)

Classification of Cattle Behavior and Detection of Heat (Estrus) using Sensor Data
by: Dhakshinamoorthy, Druva, et al.
Published: (2025)

treeX: Unsupervised Tree Instance Segmentation in Dense Forest Point Clouds
by: Burmeister, Josafat-Mattias, et al.
Published: (2025)

Evaluation Metric for Quality Control and Generative Models in Histopathology Images
by: Jeevan, Pranav, et al.
Published: (2024)

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
by: Montero, Milton L., et al.
Published: (2022)

TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology
by: Rehamnia, Walid, et al.
Published: (2025)

Trapped in texture bias? A large scale comparison of deep instance segmentation
by: Theodoridis, Johannes, et al.
Published: (2024)

NV3D: Leveraging Spatial Shape Through Normal Vector-based 3D Object Detection
by: Chaowakarn, Krittin, et al.
Published: (2025)

ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm
by: Xie, Lunchen, et al.
Published: (2025)

A Spatio-Temporal Deep Learning Approach For High-Resolution Gridded Monsoon Prediction
by: Borah, Parashjyoti, et al.
Published: (2026)

BenthiCat: An opti-acoustic dataset for advancing benthic classification and habitat mapping
by: Rajani, Hayat, et al.
Published: (2025)

Salient Concept-Aware Generative Data Augmentation
by: Zhao, Tianchen, et al.
Published: (2025)

FeedbackSTS-Det: Sparse Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection
by: Huang, Yian, et al.
Published: (2026)

Efficient Neural Network Encoding for 3D Color Lookup Tables
by: Zehtab, Vahid, et al.
Published: (2024)

Butter: Frequency Consistency and Hierarchical Fusion for Autonomous Driving Object Detection
by: Lin, Xiaojian, et al.
Published: (2025)

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix
by: Gurbindo, Unai, et al.
Published: (2025)

Implementing Adaptations for Vision AutoRegressive Model
by: Shaikh, Kaif, et al.
Published: (2025)