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quantum computing

88 papers

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QC

Co-occurring keywords

quantum machine learning (27) quantum neural network (20) quantum algorithm (28) combinatorial optimization (1039) graph neural network (3962) variational quantum algorithm (10) quantum circuit (13) text classification (6793) parameterized quantum circuit (11) quantum optimization (8)

Papers

Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers ICCV 2023
Quantum Bayesian Optimization NIPS 2023
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning NIPS 2023
Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty AAAI 2023
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers AAAI 2023
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023
Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation AAAI 2023
QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition ACL 2023
Quantum Multi-Model Fitting CVPR 2023
On quantum backpropagation, information reuse, and cheating measurement collapse NIPS 2023
Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral Image Classification CVPR 2023
Text Classification with Born's Rule NIPS 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data NIPS 2022
Toward Physically Realizable Quantum Neural Networks AAAI 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting CVPR 2022
Equivariant Quantum Graph Circuits ICML 2022
Power and limitations of single-qubit native quantum neural networks NIPS 2022
Concentration of Data Encoding in Parameterized Quantum Circuits NIPS 2022
Quantum Binary Classification (Student Abstract) AAAI 2021
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning ICML 2021
Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021
Entangled Kernels - Beyond Separability JMLR 2021
Parametrized Quantum Policies for Reinforcement Learning NIPS 2021