Search Results for author: Quang-Huy Nguyen

Found 5 papers, 1 papers with code

Zero-shot Object-Level OOD Detection with Context-Aware Inpainting

no code implementations5 Feb 2024 Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Dung D. Le

RONIN conditions the inpainting process with the predicted ID label, drawing the input object closer to the in-distribution domain.

Out of Distribution (OOD) Detection

Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization

no code implementations26 Nov 2023 Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet, Dung D. Le

Pareto Set Learning (PSL) is a promising approach for approximating the entire Pareto front in multi-objective optimization (MOO) problems.

Bayesian Optimization Gaussian Processes

Improving Vietnamese Legal Question--Answering System based on Automatic Data Enrichment

no code implementations8 Jun 2023 Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan

Question answering (QA) in law is a challenging problem because legal documents are much more complicated than normal texts in terms of terminology, structure, and temporal and logical relationships.

Question Answering Retrieval

Enhancing Few-shot Image Classification with Cosine Transformer

1 code implementation13 Nov 2022 Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham

This might result in a significant difference between support and query samples, therefore undermining the performance of few-shot algorithms.

Classification Few-Shot Image Classification +1

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