ScholarWorks@인하대학교

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소프트웨어융합대학

인공지능공학과

2026

2026

연도별 연구 활동 현황

자료유형

Conference (6)
Article (1)

발행연도

2026 ~ 2026

2026 2026

키워드

Codebook generation (1)
Multiclass classification (1)
Tabular foundation model (1)
Tabular learning (1)

언어

English (1)

전체 7건 중 1번부터 7번까지의 결과를 표시합니다.

2026

Article

MultiTabPFN: Codebook-based extensions of TabPFN for high-class-count tabular classification

Lee, Kyungeun

2026-10
Neural Networks
PERGAMON-ELSEVIER SCIENCE LTD

Conference

Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection

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Conference

Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark

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Conference

Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data

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Conference

Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion

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Conference

Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains

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Conference

A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets

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