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Tensor Networks

Papers

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Showing 1–50 of 226 papers

TitleStatusHype
LTNtorch: PyTorch Implementation of Logic Tensor NetworksCode2
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
TensorKrowch: Smooth integration of tensor networks in machine learningCode1
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationCode1
Algorithms for Tensor Network Contraction OrderingCode1
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learningCode1
tn4ml: Tensor Network Training and Customization for Machine LearningCode1
Tensor Networks Meet Neural Networks: A Survey and Future PerspectivesCode1
Logic Tensor NetworksCode1
Expressive power of tensor-network factorizations for probabilistic modelingCode1
Tensor Networks for Probabilistic Sequence ModelingCode1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
Differentiable Programming of Isometric Tensor NetworksCode1
Multi-Graph Tensor NetworksCode1
Deep convolutional tensor networkCode1
T-Basis: a Compact Representation for Neural NetworksCode1
Tensor Networks for Medical Image ClassificationCode1
Tensor networks for unsupervised machine learningCode1
Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and KnowledgeCode1
lambeq: An Efficient High-Level Python Library for Quantum NLPCode1
Sampling-Based Decomposition Algorithms for Arbitrary Tensor NetworksCode0
Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large DeviationsCode0
Scalably learning quantum many-body Hamiltonians from dynamical dataCode0
Quantum-Classical Machine learning by Hybrid Tensor NetworksCode0
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product StatesCode0
Positive unlabeled learning with tensor networksCode0
Can recursive neural tensor networks learn logical reasoning?Code0
Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship DetectionCode0
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC dataCode0
On the Long-Term Memory of Deep Recurrent NetworksCode0
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot LearningCode0
Quantum Methods for Managing Ambiguity in Natural Language ProcessingCode0
Segmenting two-dimensional structures with strided tensor networksCode0
logLTN: Differentiable Fuzzy Logic in the Logarithm SpaceCode0
Locally orderless tensor networks for classifying two- and three-dimensional medical imagesCode0
Learning topological states from randomized measurements using variational tensor network tomographyCode0
Cons-training Tensor Networks: Embedding and Optimization Over Discrete Linear ConstraintsCode0
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matchingCode0
Ask Me Even More: Dynamic Memory Tensor Networks (Extended Model)Code0
Interval Logic Tensor NetworksCode0
A tensor network approach for chaotic time series predictionCode0
Learning out-of-time-ordered correlators with classical kernel methodsCode0
Machine Learning by Unitary Tensor Network of Hierarchical Tree StructureCode0
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech ProcessingCode0
Logic Tensor Networks for Semantic Image InterpretationCode0
A Generalized Language Model in Tensor SpaceCode0
Multi-layered tensor networks for image classificationCode0
Privacy-preserving machine learning with tensor networksCode0
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor NetworksCode0
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