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Tensor Networks

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Showing 1–50 of 226 papers

TitleStatusHype
LTNtorch: PyTorch Implementation of Logic Tensor NetworksCode2
Tensor Networks for Medical Image ClassificationCode1
Deep convolutional tensor networkCode1
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationCode1
Algorithms for Tensor Network Contraction OrderingCode1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
Logic Tensor NetworksCode1
TensorKrowch: Smooth integration of tensor networks in machine learningCode1
Tensor networks for unsupervised machine learningCode1
Multi-Graph Tensor NetworksCode1
Expressive power of tensor-network factorizations for probabilistic modelingCode1
Differentiable Programming of Isometric Tensor NetworksCode1
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learningCode1
Tensor Networks for Probabilistic Sequence ModelingCode1
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
lambeq: An Efficient High-Level Python Library for Quantum NLPCode1
Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and KnowledgeCode1
T-Basis: a Compact Representation for Neural NetworksCode1
Tensor Networks Meet Neural Networks: A Survey and Future PerspectivesCode1
tn4ml: Tensor Network Training and Customization for Machine LearningCode1
Certifying almost all quantum states with few single-qubit measurements—0
An end-to-end trainable hybrid classical-quantum classifier—0
Distributive Pre-Training of Generative Modeling Using Matrix-Product States—0
Boltzmann machines as two-dimensional tensor networks—0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II—0
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
Boosting Binomial Exotic Option Pricing with Tensor Networks—0
Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions—0
Automatic Differentiation for Complex Valued SVD—0
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling—0
A Unifying View on Implicit Bias in Training Linear Neural Networks—0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part I—0
Adaptively Topological Tensor Network for Multi-view Subspace Clustering—0
Domain-Aware Tensor Network Structure Search—0
A Tutorial on the Use of Physics-Informed Neural Networks to Compute the Spectrum of Quantum Systems—0
A Tensor Network Implementation of Multi Agent Reinforcement Learning—0
Application of Quantum Tensor Networks for Protein Classification—0
A Matrix Product State Model for Simultaneous Classification and Generation—0
Deep tensor networks with matrix product operators—0
Connecting Weighted Automata, Tensor Networks and Recurrent Neural Networks through Spectral Learning—0
Concentration of polynomial random matrices via Efron-Stein inequalities—0
Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning—0
Control flow in active inference systems—0
Convergence bounds for local least squares approximation—0
Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition—0
Convolutional Polar Codes on Channels with Memory using Tensor Networks—0
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods—0
Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins—0
Deep Compression of Sum-Product Networks on Tensor Networks—0
Application of quantum-inspired generative models to small molecular datasets—0
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