Cover Image

NM-Hebb: Coupling Local Hebbian Plasticity with Metric Learning for More Accurate and Interpretable CNNs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Miličević, Davorin, Grbić, Ratko
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition I.2.6; I.5.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automated Multi-Class Crop Pathology Classification via Convolutional Neural Networks: A Deep Learning Approach for Real-Time Precision Agriculture
by: Suri, Sourish, et al.
Published: (2025)

AgenticPruner: MAC-Constrained Neural Network Compression via LLM-Driven Strategy Search
by: Esmat, Shahrzad, et al.
Published: (2026)

CourtMotion: Learning Event-Driven Motion Representations from Skeletal Data for Basketball
by: Sela, Omer, et al.
Published: (2025)

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

SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
by: Wang, Yin, et al.
Published: (2025)

Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine Learning
by: Barnett, Alina Jade, et al.
Published: (2022)

MoPFormer: Motion-Primitive Transformer for Wearable-Sensor Activity Recognition
by: Zhang, Hao, et al.
Published: (2025)

Realistic Handwritten Multi-Digit Writer (MDW) Number Recognition Challenges
by: Wagstaff, Kiri L.
Published: (2025)

Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction
by: Fleckenstein, Jannis, et al.
Published: (2025)

Learning Displacement-Aware WiFi Representations for Weakly Supervised Relative Localization
by: Wei, Tzu-Ti, et al.
Published: (2026)

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

Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model
by: Kreismann, David
Published: (2025)

Deep Learning with Self-Attention and Enhanced Preprocessing for Precise Diagnosis of Acute Lymphoblastic Leukemia from Bone Marrow Smears in Hemato-Oncology
by: Maruf, Md., 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)

Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy
by: Sutton, Matthew, et al.
Published: (2026)

DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning
by: Zhan, Jiawei, et al.
Published: (2025)

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance
by: Sarawgi, Utkarsh Oggy, et al.
Published: (2023)

Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
by: He, Shihuan, et al.
Published: (2025)

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

Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing
by: Li, Zhuowei, et al.
Published: (2025)

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

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

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

LLM-Guided Exemplar Selection for Few-Shot Wearable-Sensor Human Activity Recognition
by: Ronando, Elsen, et al.
Published: (2025)

A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
by: Ortiz, Mateo, et al.
Published: (2025)

Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?
by: Maity, Subhajit, et al.
Published: (2025)

Deep Learning Algorithms for Early Diagnosis of Acute Lymphoblastic Leukemia
by: Papaioannou, Dimitris, et al.
Published: (2024)

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
by: Xie, Weiyi, et al.
Published: (2024)

Non-Adaptive Adversarial Face Generation
by: Kim, Sunpill, et al.
Published: (2025)

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

Learning Alternative Ways of Performing a Task
by: Nieves, David, et al.
Published: (2024)

AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains
by: Lis, Krzysztof, et al.
Published: (2022)

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection
by: Cheng, He, et al.
Published: (2024)

Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation
by: Allen, M. J., et al.
Published: (2024)

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

Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
by: Lahchim, Amal, et al.
Published: (2026)

A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of Poverty
by: Sakamoto, Kazuki, et al.
Published: (2024)

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

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

Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning
by: Gourmelon, Nora, et al.
Published: (2025)