SOTAVerified

Quantum Machine Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 699 papers

TitleStatusHype
Universal adversarial perturbations for multiple classification tasks with quantum classifiers—0
Enhancing variational quantum state diagonalization using reinforcement learning techniquesCode0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method—0
Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data—0
Weight Re-Mapping for Variational Quantum Algorithms—0
Transition Role of Entangled Data in Quantum Machine LearningCode0
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection—0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis—0
Shadows of quantum machine learning—0
Improved Financial Forecasting via Quantum Machine Learning—0
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms—0
Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning—0
On quantum backpropagation, information reuse, and cheating measurement collapse—0
Simulation of a Variational Quantum Perceptron using Grover's Algorithm—0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits—0
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning—0
Implications of Deep Circuits in Improving Quality of Quantum Question Answering—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Quantum Machine Learning for Malware Classification—0
Efficient information recovery from Pauli noise via classical shadow—0
Can Feature Engineering Help Quantum Machine Learning for Malware Detection?—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—0
Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens—0
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model—0
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training—0
Quantum machine learning for image classification—0
Learning To Optimize Quantum Neural Network Without Gradients—0
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning—0
Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms—0
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine LearningCode0
Model-Driven Quantum Federated Learning (QFL)—0
Quantum Deep Hedging—0
Tetra-AML: Automatic Machine Learning via Tensor Networks—0
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models—0
Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric—0
Tensor networks for quantum machine learning—0
A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification—0
MAQA: A Quantum Framework for Supervised Learning—0
Challenges and Opportunities in Quantum Machine Learning—0
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing—0
Quantum Machine Learning Implementations: Proposals and Experiments—0
Variational Quantum Neural Networks (VQNNS) in Image Classification—0
The Robustness Verification of Linear Sound Quantum Classifiers—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Hybrid quantum-classical convolutional neural network for phytoplankton classification—0
Spacetime-Efficient Low-Depth Quantum State Preparation with ApplicationsCode0
On the universality of S_n-equivariant k-body gates—0
Quantum Machine Learning hyperparameter search—0
First steps towards quantum machine learning applied to the classification of event-related potentials—0
Show:102550
← PrevPage 9 of 14Next →
All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified