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Workshop
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Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems
Jiachen Guo · Chanwook Park · Xiaoyu Xie · Zhongsheng Sang · Gregory J. Wagner · Kam Liu
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Poster
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Thu 16:30
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Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
Daniel Miao · Gilad Lerman · Joe Kileel
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Workshop
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Tensor-GaLore: Memory-Efficient Training via Gradient Tensor Decomposition
Robert Joseph George · David Pitt · Jiawei Zhao · Jean Kossaifi · cheng Luo · Yuandong Tian · Animashree Anandkumar
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Workshop
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A Tensor-based Convolutional Neural Network for Small Dataset Classification
Zhenhua Chen · David Crandall
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Poster
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Thu 16:30
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CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
Zi Yang · Ziyue Liu · Samridhi Choudhary · Xinfeng Xie · Cao Gao · Siegfried Kunzmann · Zheng Zhang
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Poster
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From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement
Zhibin Gu · Songhe Feng
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Affinity Event
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Adaptation of Kruskal’s Uniqueness Conditions to multiview CP
Suleiman Khan · Muhammad Khan
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Poster
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Thu 16:30
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Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
Yu-Liang Zhan · Zhong-Yi Lu · Hao Sun · Ze-Feng Gao
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Poster
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Wed 16:30
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Efficient Leverage Score Sampling for Tensor Train Decomposition
Vivek Bharadwaj · Beheshteh Toloueirakhshan · Osman Asif Malik · Guillaume Rabusseau
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Poster
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Fri 16:30
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Geometry-aware training of factorized layers in tensor Tucker format
Emanuele Zangrando · Steffen Schotthöfer · Gianluca Ceruti · Jonas Kusch · Francesco Tudisco
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Poster
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Wed 11:00
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Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
Leo Zhou · Joao Basso · Song Mei
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Poster
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Fri 16:30
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Activation Map Compression through Tensor Decomposition for Deep Learning
Le-Trung Nguyen · Aël Quélennec · Enzo Tartaglione · Samuel Tardieu · Van-Tam Nguyen
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