Cover Image

Functional Similarity Metric for Neural Networks: Overcoming Parametric Ambiguity via Activation Region Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Hennadii, Kutomanov
Format:	Preprint
Published:	2026
Subjects:	Machine Learning 68T07 (Primary) 68W20, 90C08 (Secondary) I.2.6; I.5.1
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PH-VAE: A Polynomial Hierarchical Variational Autoencoder Towards Disentangled Representation Learning
by: Chen, Xi, et al.
Published: (2025)

Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection
by: Lau, Matthew, et al.
Published: (2023)

A Hybrid Inductive-Transductive Network for Traffic Flow Imputation on Unsampled Locations
by: Rahimiasl, Mohammadmahdi, et al.
Published: (2025)

Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2023)

CellARC: Measuring Intelligence with Cellular Automata
by: Lžičař, Miroslav
Published: (2025)

Estimating the Event-Related Potential from Few EEG Trials
by: Nørskov, Anders Vestergaard, et al.
Published: (2025)

Socio-cognitive agent-oriented evolutionary algorithm with trust-based optimization
by: Urbańczyk, Aleksandra, et al.
Published: (2025)

Prediction-space knowledge markets for communication-efficient federated learning on multimedia tasks
by: Du, Wenzhang
Published: (2025)

From Imitation to Interaction: Mastering Game of Schnapsen with Shallow Reinforcement Learning
by: Klačan, Ján, et al.
Published: (2026)

Universal Neural Optimal Transport
by: Geuter, Jonathan, et al.
Published: (2022)

Enhancing Diversity in Multi-objective Feature Selection
by: Miyandoab, Sevil Zanjani, et al.
Published: (2024)

Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
by: Nowotny, Thomas, et al.
Published: (2022)

iLTM: Integrated Large Tabular Model
by: Bonet, David, et al.
Published: (2025)

Inter-Layer Hessian Analysis of Neural Networks with DAG Architectures
by: Bolshim, Maxim, et al.
Published: (2026)

Mathematical Foundations of Neural Tangents and Infinite-Width Networks
by: Mysore, Rachana, et al.
Published: (2025)

Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
by: Laborde, Stanislas, et al.
Published: (2025)

InhibiDistilbert: Knowledge Distillation for a ReLU and Addition-based Transformer
by: Zhang, Tony, et al.
Published: (2025)

A Comparison Between Decision Transformers and Traditional Offline Reinforcement Learning Algorithms
by: Caunhye, Ali Murtaza, et al.
Published: (2025)

Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation
by: Osman, Asim, et al.
Published: (2026)

Safe Distributed Control of Multi-Robot Systems with Communication Delays
by: Ballotta, Luca, et al.
Published: (2024)

Predicting Drug-Drug Interactions Using Heterogeneous Graph Neural Networks: HGNN-DDI
by: Liu, Hongbo, et al.
Published: (2025)

Model-Free Local Recalibration of Neural Networks
by: Torres, R., et al.
Published: (2024)

Linguistic Collapse: Neural Collapse in (Large) Language Models
by: Wu, Robert, et al.
Published: (2024)

AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams
by: Arostegi, Maria, et al.
Published: (2025)

Explicit Dropout: Deterministic Regularization for Transformer Architectures
by: Agrawal, Vidhi, et al.
Published: (2026)

Massive Redundancy in Gradient Transport Enables Sparse Online Learning
by: Merin, Aur Shalev
Published: (2026)

Optimizing Inference in Transformer-Based Models: A Multi-Method Benchmark
by: Ho, Siu Hang, et al.
Published: (2025)

Is Cambodia the World's Largest Cashew Producer?
by: Chaya, Veasna, et al.
Published: (2024)

Sequential, Parallel and Consecutive Hybrid Evolutionary-Swarm Optimization Metaheuristics
by: Urbańczyk, Piotr, et al.
Published: (2025)

Anarchy in the swarm: Testing informed and uninformed diversity-enhancing mechanisms within PSO framework
by: Urbańczyk, Piotr, et al.
Published: (2026)

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
by: Mitchell, Rupert, et al.
Published: (2025)

Stochastic Estimation of the Layer-wise Hessian Trace for Monitoring Neural-network Training
by: Bolshim, Maxim, et al.
Published: (2026)

NeurOptimisation: The Spiking Way to Evolve
by: Cruz-Duarte, Jorge Mario, et al.
Published: (2025)

Intra-tree Column Subsampling Hinders XGBoost Learning of Ratio-like Interactions
by: Pinchuk, Mykola
Published: (2026)

CVCM Track Circuits Pre-emptive Failure Diagnostics for Predictive Maintenance Using Deep Neural Networks
by: Mukherjee, Debdeep, et al.
Published: (2025)

torchsom: The Reference PyTorch Library for Self-Organizing Maps
by: Berthier, Louis, et al.
Published: (2025)

Approaches to Semantic Textual Similarity in Slovak Language: From Algorithms to Transformers
by: Radosky, Lukas, et al.
Published: (2026)

Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithms
by: Heurtebise, Ambroise, et al.
Published: (2025)

Complex-Valued Phase-Coherent Transformer
by: Hioki, Leona
Published: (2026)

Maternal and Fetal Health Status Assessment by Using Machine Learning on Optical 3D Body Scans
by: Cheng, Ruting, et al.
Published: (2025)