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Tensor Networks

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Showing 51–100 of 226 papers

TitleStatusHype
A quatum inspired neural network for geometric modeling—0
Tensor Networks for Explainable Machine Learning in Cybersecurity—0
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies—0
Tensor networks for interpretable and efficient quantum-inspired machine learning—0
Projecting basis functions with tensor networks for Gaussian process regression—0
Generative Learning of Continuous Data by Tensor Networks—0
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Efficient tensor network simulation of IBM's largest quantum processors—0
Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins—0
Efficient Finite Initialization for Tensorized Neural NetworksCode0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Symbolically integrating tensor networks over various random tensors by the second version of Python RTNICode0
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matchingCode0
Quaternion tensor left ring decomposition and application for color image inpainting—0
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods—0
Distributive Pre-Training of Generative Modeling Using Matrix-Product States—0
logLTN: Differentiable Fuzzy Logic in the Logarithm SpaceCode0
TensorKrowch: Smooth integration of tensor networks in machine learningCode1
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout—0
Combining Monte Carlo and Tensor-network Methods for Partial Differential Equations via Sketching—0
Compressing neural network by tensor network with exponentially fewer variational parameters—0
Tensorizing flows: a tool for variational inference—0
Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning—0
Adaptively Topological Tensor Network for Multi-view Subspace Clustering—0
Application of quantum-inspired generative models to small molecular datasets—0
Linear to multi-linear algebra and systems using tensors—0
ElegansNet: a brief scientific report and initial experiments—0
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
Interval Logic Tensor NetworksCode0
Tetra-AML: Automatic Machine Learning via Tensor Networks—0
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains—0
Tensor networks for quantum machine learning—0
Rethinking SO(3)-equivariance with Bilinear Tensor Networks—0
Control flow in active inference systems—0
Density peak clustering using tensor network—0
Tensor Networks Meet Neural Networks: A Survey and Future PerspectivesCode1
Quantum Phase Recognition using Quantum Tensor Networks—0
Financial Risk Management on a Neutral Atom Quantum Processor—0
Positive unlabeled learning with tensor networksCode0
Unifying O(3) Equivariant Neural Networks Design with Tensor-Network Formalism—0
Sampling-Based Decomposition Algorithms for Arbitrary Tensor NetworksCode0
Many-body Approximation for Non-negative Tensors—0
Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large DeviationsCode0
Scalably learning quantum many-body Hamiltonians from dynamical dataCode0
Deep tensor networks with matrix product operators—0
Concentration of polynomial random matrices via Efron-Stein inequalities—0
Convergence bounds for local least squares approximation—0
Learning Generative Models for Active Inference using Tensor Networks—0
Verifying Fairness in Quantum Machine LearningCode0
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