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Tensor Networks for Medical Image Classification

Tensor Networks for Medical Image Classification

21 April 2020
Raghavendra Selvan
Erik Dam
ArXiv (abs)PDFHTML

Papers citing "Tensor Networks for Medical Image Classification"

21 / 21 papers shown
SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism
SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism
Reda Marzouk
Shahaf Bassan
Guy Katz
FAtt
312
6
0
24 Oct 2025
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding
K. Lo
Hala Hawashin
Mina Abbaszadeh
Tilen Limback-Stokin
Hadi Wazni
M. Sadrzadeh
CLIPCoGe
310
0
0
25 Sep 2025
Data-driven Modeling in Metrology -- A Short Introduction, Current
  Developments and Future Perspectives
Data-driven Modeling in Metrology -- A Short Introduction, Current Developments and Future Perspectives
Linda-Sophie Schneider
Patrick Krauss
N. Schiering
Christopher Syben
Richard Schielein
Andreas Maier
AI4CE
238
10
0
24 Jun 2024
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts
Alejandro Mata Ali
Inigo Perez Delgado
Aitor Moreno-Fernandez-de-Leceta
157
2
0
17 Apr 2024
Técnicas Quantum-Inspired en Tensor Networks para Contextos
  Industriales
Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales
Alejandro Mata Ali
Inigo Perez Delgado
Aitor Moreno-Fernandez-de-Leceta
291
0
0
08 Mar 2024
T-ADAF: Adaptive Data Augmentation Framework for Image Classification
  Network based on Tensor T-product Operator
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product OperatorNeural Processing Letters (NPL), 2023
F. Han
Yun Miao
Zhao Sun
Yimin Wei
235
10
0
07 Jun 2023
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout
Machine learning with tree tensor networks, CP rank constraints, and tensor dropoutIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hao Chen
T. Barthel
404
22
0
30 May 2023
Privacy-preserving machine learning with tensor networks
Privacy-preserving machine learning with tensor networksQuantum (Quantum), 2022
Alejandro Pozas-Kerstjens
Senaida Hernández Santana
José Ramón Pareja Monturiol
Marco Castrillón López
G. Scarpa
Carlos E. González-Guillén
David Pérez-García
271
7
0
24 Feb 2022
Classical versus Quantum: comparing Tensor Network-based Quantum
  Circuits on LHC data
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data
Jack Y. Araz
M. Spannowsky
431
14
0
21 Feb 2022
Patch-based Medical Image Segmentation using Matrix Product State Tensor
  Networks
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks
Raghavendra Selvan
Erik Dam
Soren Alexander Flensborg
Jens Petersen
MedIm
408
2
0
15 Sep 2021
Known Operator Learning and Hybrid Machine Learning in Medical Imaging
  -- A Review of the Past, the Present, and the Future
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the FutureProgress in Biomedical Engineering (PBE), 2021
Andreas K. Maier
Harald Kostler
M. Heisig
P. Krauss
S. Yang
MedIm
301
37
0
10 Aug 2021
Tensor Methods in Computer Vision and Deep Learning
Tensor Methods in Computer Vision and Deep LearningProceedings of the IEEE (Proc. IEEE), 2021
Yannis Panagakis
Jean Kossaifi
Grigorios G. Chrysos
James Oldfield
M. Nicolaou
Anima Anandkumar
Stefanos Zafeiriou
289
166
0
07 Jul 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models
Behnoush Khavari
Guillaume Rabusseau
291
3
0
22 Jun 2021
Quantum-inspired event reconstruction with Tensor Networks: Matrix
  Product States
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States
Jack Y. Araz
M. Spannowsky
364
20
0
15 Jun 2021
Segmenting two-dimensional structures with strided tensor networks
Segmenting two-dimensional structures with strided tensor networksInformation Processing in Medical Imaging (IPMI), 2021
Raghavendra Selvan
Erik Dam
Jens Petersen
426
7
0
13 Feb 2021
Quantum Tensor Network in Machine Learning: An Application to Tiny
  Object Classification
Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification
Fanjie Kong
Xiao-Yang Liu
Ricardo Henao
248
13
0
08 Jan 2021
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning
  For Interpretable Vision Models
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models
Dong Wang
Yuewei Yang
Chenyang Tao
Zhe Gan
Liqun Chen
Fanjie Kong
Ricardo Henao
Lawrence Carin
291
0
0
06 Dec 2020
Multi-layered tensor networks for image classification
Multi-layered tensor networks for image classification
Raghavendra Selvan
S. Orting
Erik Dam
321
4
0
13 Nov 2020
Locally orderless tensor networks for classifying two- and
  three-dimensional medical images
Locally orderless tensor networks for classifying two- and three-dimensional medical images
Raghavendra Selvan
S. Orting
Erik Dam
338
6
0
25 Sep 2020
Anomaly Detection with Tensor Networks
Anomaly Detection with Tensor Networks
Jinhui Wang
Chase Roberts
G. Vidal
Stefan Leichenauer
253
47
0
03 Jun 2020
Entanglement-guided architectures of machine learning by quantum tensor
  network
Entanglement-guided architectures of machine learning by quantum tensor network
Yuhan Liu
Xiao Zhang
M. Lewenstein
Shi-Ju Ran
318
35
0
24 Mar 2018
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