SOTAVerified

Quantum Machine Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 699 papers

TitleStatusHype
Restricting to the chip architecture maintains the quantum neural network accuracyCode0
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text ClassificationCode0
Learning quantum states and unitaries of bounded gate complexityCode0
Learning Quantum Processes with Quantum Statistical QueriesCode0
Neural Networks for Programming Quantum AnnealersCode0
Spacetime-Efficient Low-Depth Quantum State Preparation with ApplicationsCode0
K-P Quantum Neural NetworksCode0
Statistical Analysis of Quantum State Learning Process in Quantum Neural NetworksCode0
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator LearningCode0
Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHCCode0
Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical CommunicationsCode0
Importance of Kernel Bandwidth in Quantum Machine LearningCode0
Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum StatesCode0
Training quantum machine learning models on cloud without uploading the dataCode0
Transition Role of Entangled Data in Quantum Machine LearningCode0
Information-theoretic bounds on quantum advantage in machine learningCode0
Learning Quantum Processes with Memory -- Quantum Recurrent Neural NetworksCode0
CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRICode0
On Optimizing Hyperparameters for Quantum Neural NetworksCode0
Generating Universal Adversarial Perturbations for Quantum ClassifiersCode0
Distributed Quantum Neural Networks on Distributed Photonic Quantum ComputingCode0
Distributed and Secure Kernel-Based Quantum Machine LearningCode0
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networksCode0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
Discriminating Quantum States with Quantum Machine LearningCode0
Fourier series weight in quantum machine learningCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Experimental Quantum Generative Adversarial Networks for Image GenerationCode0
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection SystemsCode0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
The interplay of robustness and generalization in quantum machine learningCode0
Enhancing variational quantum state diagonalization using reinforcement learning techniquesCode0
A quantum-inspired classical algorithm for recommendation systemsCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable componentsCode0
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural NetworksCode0
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift RuleCode0
Feature Importance and Explainability in Quantum Machine LearningCode0
Optimal training of variational quantum algorithms without barren plateausCode0
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
Detecting underdetermination in parameterized quantum circuits—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification—0
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—0
Data Efficient Prediction of excited-state properties using Quantum Neural Networks—0
A Hybrid Quantum Neural Network for Split Learning—0
Show:102550
← PrevPage 3 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