Search Results for author: Ngoc Tran

Found 5 papers, 2 papers with code

Anti-DreamBooth: Protecting users from personalized text-to-image synthesis

1 code implementation27 Mar 2023 Thanh Van Le, Hao Phung, Thuan Hoang Nguyen, Quan Dao, Ngoc Tran, Anh Tran

Despite the complicated formulation of DreamBooth and Diffusion-based text-to-image models, our methods effectively defend users from the malicious use of those models.

Image Generation

Stochastic Multiple Target Sampling Gradient Descent

1 code implementation4 Jun 2022 Hoang Phan, Ngoc Tran, Trung Le, Toan Tran, Nhat Ho, Dinh Phung

Furthermore, when analysing its asymptotic properties, SVGD reduces exactly to a single-objective optimization problem and can be viewed as a probabilistic version of this single-objective optimization problem.

Multi-Task Learning

Stochastic geometry to generalize the Mondrian Process

no code implementations3 Feb 2020 Eliza O'Reilly, Ngoc Tran

This allows for precise comparisons between the Mondrian forest, the Mondrian kernel and the Laplace kernel in density estimation.

Bayesian Optimization BIG-bench Machine Learning +1

Does BLEU Score Work for Code Migration?

no code implementations12 Jun 2019 Ngoc Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen

In this paper, we conducted an empirical study on BLEU score to (in)validate its suitability for the code migration task due to its inability to reflect the semantics of source code.

Machine Translation Translation

Recovering Variable Names for Minified Code with Usage Contexts

no code implementations8 Jun 2019 Hieu Tran, Ngoc Tran, Son Nguyen, Hoan Nguyen, Tien Nguyen

JSNeat follows a data-driven approach to recover names by searching for them in a large corpus of open-source JS code.

Information Retrieval Retrieval

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