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Tan Nguyen

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Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Model

Jan 04, 2024
Hien Dang, Tho Tran, Tan Nguyen, Nhat Ho

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Unveiling Comparative Sentiments in Vietnamese Product Reviews: A Sequential Classification Framework

Jan 02, 2024
Ha Le, Bao Tran, Phuong Le, Tan Nguyen, Dac Nguyen, Ngoan Pham, Dang Huynh

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Touch, press and stroke: a soft capacitive sensor skin

Jul 06, 2023
Mirza S. Sarwar, Ryusuke Ishizaki, Kieran Morton, Claire Preston, Tan Nguyen, Xu Fan, Bertille Dupont, Leanna Hogarth, Takahide Yoshiike, Shahriar Mirabbasi, John D. W. Madden

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Posterior Collapse in Linear Conditional and Hierarchical Variational Autoencoders

Jun 08, 2023
Hien Dang, Tho Tran, Tan Nguyen, Nhat Ho

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Neural Collapse in Deep Linear Network: From Balanced to Imbalanced Data

Jan 01, 2023
Hien Dang, Tan Nguyen, Tho Tran, Hung Tran, Nhat Ho

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Revisiting Over-smoothing and Over-squashing using Ollivier's Ricci Curvature

Nov 28, 2022
Khang Nguyen, Tan Nguyen, Nhat Ho, Khuong Nguyen, Hieu Nong, Vinh Nguyen

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Hierarchical Sliced Wasserstein Distance

Sep 30, 2022
Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Nguyen, Nhat Ho

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Improving Generative Flow Networks with Path Regularization

Sep 29, 2022
Anh Do, Duy Dinh, Tan Nguyen, Khuong Nguyen, Stanley Osher, Nhat Ho

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Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization

Aug 01, 2022
Tan Nguyen, Richard G. Baraniuk, Robert M. Kirby, Stanley J. Osher, Bao Wang

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