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Tensor Networks

Papers

Showing 125 of 226 papers

TitleStatusHype
LTNtorch: PyTorch Implementation of Logic Tensor NetworksCode2
tn4ml: Tensor Network Training and Customization for Machine LearningCode1
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationCode1
T-Basis: a Compact Representation for Neural NetworksCode1
Tensor networks for unsupervised machine learningCode1
Multi-Graph Tensor NetworksCode1
Expressive power of tensor-network factorizations for probabilistic modelingCode1
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learningCode1
Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and KnowledgeCode1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
TensorKrowch: Smooth integration of tensor networks in machine learningCode1
Tensor Networks Meet Neural Networks: A Survey and Future PerspectivesCode1
Tensor Networks for Medical Image ClassificationCode1
Tensor Networks for Probabilistic Sequence ModelingCode1
Algorithms for Tensor Network Contraction OrderingCode1
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
Deep convolutional tensor networkCode1
Differentiable Programming of Isometric Tensor NetworksCode1
lambeq: An Efficient High-Level Python Library for Quantum NLPCode1
Logic Tensor NetworksCode1
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling0
Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions0
An end-to-end trainable hybrid classical-quantum classifier0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II0
Automatic Differentiation for Complex Valued SVD0
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