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quantum machine learning

27 papers

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Also known as

QML

Co-occurring keywords

quantum computing (88) variational quantum circuit (13) quantum neural network (20) quantum circuit (13) barren plateaus (4) part-of-speech tagging (523) code-mixed text (162) variational quantum algorithm (10) parameter efficiency (417) gated recurrent unit (136)

Papers

QuEENet: Quantum-Enhanced Expressive Network for Image Classification WACV 2026
zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers ICCV 2025
Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection AAAI 2025
On the Trainability and Classical Simulability of Learning Matrix Product States Variationally AAAI 2025
Quantum-Enhanced Gated Recurrent Units for Part-of-Speech Tagging AACL 2025
Quantum-Enhanced Gated Recurrent Units for Part-of-Speech Tagging IJCNLP 2025
Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning CVPR 2024
Quantum Deep Equilibrium Models NIPS 2024
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation NIPS 2024
On quantum backpropagation, information reuse, and cheating measurement collapse NIPS 2023
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation ICML 2023
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers ICCV 2023
Quantum Policy Gradient Algorithm with Optimized Action Decoding ICML 2023
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks NIPS 2023
Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers AAAI 2023
Quantum perceptron revisited: Computational-statistical tradeoffs UAI 2022
Toward Physically Realizable Quantum Neural Networks AAAI 2022
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits NIPS 2022
VSQL: Variational Shadow Quantum Learning for Classification AAAI 2021
Quantum Binary Classification (Student Abstract) AAAI 2021
Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions NIPS 2020
Binary Classifier Inspired by Quantum Theory AAAI 2019