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Tensor Networks

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Showing 51–100 of 226 papers

TitleStatusHype
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
TensorNetwork for Machine LearningCode0
Quantum-Classical Machine learning by Hybrid Tensor NetworksCode0
On the Long-Term Memory of Deep Recurrent NetworksCode0
Multi-layered tensor networks for image classificationCode0
Privacy-preserving machine learning with tensor networksCode0
Can recursive neural tensor networks learn logical reasoning?Code0
Scalably learning quantum many-body Hamiltonians from dynamical dataCode0
Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large DeviationsCode0
Efficient Contraction of Large Tensor Networks for Weighted Model Counting through Graph DecompositionsCode0
Efficient Finite Initialization for Tensorized Neural NetworksCode0
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC dataCode0
Comb Tensor Networks vs. Matrix Product States: Enhanced Efficiency in High-Dimensional SpacesCode0
logLTN: Differentiable Fuzzy Logic in the Logarithm SpaceCode0
Logic Tensor Networks for Semantic Image InterpretationCode0
Machine Learning by Unitary Tensor Network of Hierarchical Tree StructureCode0
Locally orderless tensor networks for classifying two- and three-dimensional medical imagesCode0
Learning out-of-time-ordered correlators with classical kernel methodsCode0
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech ProcessingCode0
Learning topological states from randomized measurements using variational tensor network tomographyCode0
Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship DetectionCode0
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor NetworksCode0
Efficient tensor network simulation of IBM's largest quantum processors—0
Duality of Graphical Models and Tensor Networks—0
Certifying almost all quantum states with few single-qubit measurements—0
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling—0
Domain-Aware Tensor Network Structure Search—0
Distributive Pre-Training of Generative Modeling Using Matrix-Product States—0
Boosting Binomial Exotic Option Pricing with Tensor Networks—0
Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions—0
An end-to-end trainable hybrid classical-quantum classifier—0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Depth Enables Long-Term Memory for Recurrent Neural Networks—0
Boltzmann machines as two-dimensional tensor networks—0
Density peak clustering using tensor network—0
Deep tensor networks with matrix product operators—0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II—0
Deep Compression of Sum-Product Networks on Tensor Networks—0
Automatic Differentiation for Complex Valued SVD—0
Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins—0
Investigating Logic Tensor Networks for Neural-Symbolic Argument Mining—0
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods—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
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
Knowledge-Driven Event Embedding for Stock Prediction—0
Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks—0
Language Design as Information Renormalization—0
Learning Distributed Word Representations for Natural Logic Reasoning—0
Convolutional Polar Codes on Channels with Memory using Tensor Networks—0
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