Cover Image

Application of Sensitivity Analysis Methods for Studying Neural Network Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Miao, Jiaxuan, Matveev, Sergey
Format:	Preprint
Published:	2025
Subjects:	Numerical Analysis Machine Learning 68T07 F.2.1; I.2.6; G.3; I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring specialization and sensitivity of convolutional neural networks in the context of simultaneous image augmentations
by: Kharyuk, Pavel, et al.
Published: (2025)

GLL: A Differentiable Graph Learning Layer for Neural Networks
by: Brown, Jason, et al.
Published: (2024)

DrivAer Transformer: A high-precision and fast prediction method for vehicle aerodynamic drag coefficient based on the DrivAerNet++ dataset
by: He, Jiaqi, et al.
Published: (2025)

VESTA: Visual Exploration with Statistical Tool Agents
by: Rudman, William, et al.
Published: (2026)

Unpacking Hateful Memes: Presupposed Context and False Claims
by: Cai, Weibin, et al.
Published: (2025)

Perception-Consistency Multimodal Large Language Models Reasoning via Caption-Regularized Policy Optimization
by: Tu, Songjun, et al.
Published: (2025)

Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry
by: Marcos-Manchón, Pablo, et al.
Published: (2026)

SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition
by: Dresvyanskiy, Denis, et al.
Published: (2024)

NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering
by: Huang, Zhihao, et al.
Published: (2025)

Data-induced multiscale losses and efficient multirate gradient descent schemes
by: He, Juncai, et al.
Published: (2024)

Training for X-Ray Vision: Amodal Segmentation, Amodal Content Completion, and View-Invariant Object Representation from Multi-Camera Video
by: Moore, Alexander, et al.
Published: (2025)

When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning
by: Chowdhury, Arindam, et al.
Published: (2025)

The Polar Express: Optimal Matrix Sign Methods and Their Application to the Muon Algorithm
by: Amsel, Noah, et al.
Published: (2025)

An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures
by: Dobrzycki, Andrzej D., et al.
Published: (2025)

CaLoRAify: Calorie Estimation with Visual-Text Pairing and LoRA-Driven Visual Language Models
by: Yao, Dongyu, et al.
Published: (2024)

Low Dose CT for Stroke Diagnosis: A Dual Pipeline Deep Learning Framework for Portable Neuroimaging
by: Ghosal, Rhea, et al.
Published: (2026)

Geometric-Stochastic Multimodal Deep Learning for Predictive Modeling of SUDEP and Stroke Vulnerability
by: Girish, Preksha, et al.
Published: (2025)

ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval
by: Syed, Shahram Najam, et al.
Published: (2025)

Neural Green's Operators for Parametric Partial Differential Equations
by: Melchers, Hugo, et al.
Published: (2024)

Sparse Training of Neural Networks based on Multilevel Mirror Descent
by: Lunk, Yannick, et al.
Published: (2026)

Ultrahigh-Q chiral resonances empowered by multi-head attention deep learning
by: Zhang, Cong, et al.
Published: (2025)

TACIT: Transformation-Aware Capturing of Implicit Thought
by: Nobrega, Daniel
Published: (2026)

To Whom are You Talking? A Deep Learning Model to Endow Social Robots with Addressee Estimation Skills
by: Mazzola, Carlo, et al.
Published: (2023)

Practical Quantum CIM Empowerment via All-Domestic-Core Agentic Large Model
by: Rui, Wang, et al.
Published: (2026)

Learning Hamiltonian flows from numerical integrators and examples
by: Fang, Rui, et al.
Published: (2025)

Predictive Modeling of Maritime Radar Data Using Transformer Architecture
by: Qesaraku, Bjorna, et al.
Published: (2025)

Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features
by: Maiden, Angus, et al.
Published: (2023)

Enhancing Low-Altitude Airspace Security: MLLM-Enabled UAV Intent Recognition
by: Lei, Guangyu, et al.
Published: (2025)

Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling
by: Jung, Seoik, et al.
Published: (2025)

MRI Brain Tumor Detection with Computer Vision
by: Krolik, Jack, et al.
Published: (2025)

Mathematical analysis of the gradients in deep learning
by: Dereich, Steffen, et al.
Published: (2025)

Think, Act, Learn: A Framework for Autonomous Robotic Agents using Closed-Loop Large Language Models
by: Menon, Anjali R., et al.
Published: (2025)

Understanding and Tackling Over-Dilution in Graph Neural Networks
by: Lee, Junhyun, et al.
Published: (2025)

Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF
by: Pourmandi, Massoud
Published: (2025)

Method of UAV Inspection of Photovoltaic Modules Using Thermal and RGB Data Fusion
by: Lysyi, Andrii, et al.
Published: (2025)

i-DEQ: A stable inertial deep equilibrium model for image restoration
by: Clerc, Antonin, et al.
Published: (2026)

IDOL: Instant Photorealistic 3D Human Creation from a Single Image
by: Zhuang, Yiyu, et al.
Published: (2024)

OR-VSKC: Resolving Visual-Semantic Knowledge Conflicts in Operating Rooms with Synthetic Data-Guided Alignment
by: Zhao, Weiyi, et al.
Published: (2025)

COBRA-PPM: A Causal Bayesian Reasoning Architecture Using Probabilistic Programming for Robot Manipulation Under Uncertainty
by: Cannizzaro, Ricardo, et al.
Published: (2024)

Neural Networks for Tamed Milstein Approximation of SDEs with Additive Symmetric Jump Noise Driven by a Poisson Random Measure
by: Ramirez-Gonzalez, Jose-Hermenegildo, et al.
Published: (2025)