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tensor network

31 papers

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Also known as

TN

Co-occurring keywords

tensor decomposition (375) matrix product state (9) structure search (5) tensor train (21) probabilistic modeling (852) model compression (3302) model counting (46) tensor ring (6) variational quantum circuit (13) quantum natural language processing (5)

Papers

Renormalization Group Guided Tensor Network Structure Search AAAI 2026
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models ACL 2026
Proof Systems for Tensor-based Model Counting AAAI 2026
A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism IJCNLP 2025
Tensor Network: from the Perspective of AI4Science and Science4AI IJCAI 2025
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding EMNLP 2025
A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism AACL 2025
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models AISTATS 2024
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective CVPR 2024
Model Counting and Sampling via Semiring Extensions AAAI 2024
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods NIPS 2024
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation NIPS 2023
Many-body Approximation for Non-negative Tensors NIPS 2023
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning JMLR 2022
Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
Permutation Search of Tensor Network Structures via Local Sampling ICML 2022
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NIPS 2022
Tensor Wheel Decomposition and Its Tensor Completion Application NIPS 2022
tntorch: Tensor Network Learning with PyTorch JMLR 2022
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata AISTATS 2021
Tensor Networks for Probabilistic Sequence Modeling AISTATS 2021
Evolutionary Topology Search for Tensor Network Decomposition ICML 2020
Tensor Networks for Medical Image Classification MIDL 2020