Search Results for author: Minh-Tuan Tran

Found 3 papers, 2 papers with code

Text-Enhanced Data-free Approach for Federated Class-Incremental Learning

1 code implementation21 Mar 2024 Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Dinh Phung

In this field, Data-Free Knowledge Transfer (DFKT) plays a crucial role in addressing catastrophic forgetting and data privacy problems.

Class Incremental Learning Federated Learning +2

NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation

1 code implementation30 Sep 2023 Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Quan Hung Tran, Dinh Phung

In this paper, we propose a novel Noisy Layer Generation method (NAYER) which relocates the random source from the input to a noisy layer and utilizes the meaningful constant label-text embedding (LTE) as the input.

Data-free Knowledge Distillation Language Modelling

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