Poster "tabular data" Papers

7 papers found

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Hybrid Autoencoders for Tabular Data: Leveraging Model-Based Augmentation in Low-Label Settings

Erel Naor, Ofir Lindenbaum

NEURIPS 2025arXiv:2511.06961
1
citations

Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching

Zhong Li, Qi Huang, Yuxuan Zhu et al.

NEURIPS 2025arXiv:2510.18328

TabDPT: Scaling Tabular Foundation Models on Real Data

Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh et al.

NEURIPS 2025arXiv:2410.18164
19
citations

T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data

Hugo Thimonier, José Lucas De Melo Costa, Fabrice Popineau et al.

ICLR 2025arXiv:2410.05016
6
citations

Beyond Individual Input for Deep Anomaly Detection on Tabular Data

Hugo Thimonier, Fabrice Popineau, Arpad Rimmel et al.

ICML 2024arXiv:2305.15121
11
citations

Polynomial-based Self-Attention for Table Representation Learning

Jayoung Kim, Yehjin Shin, Jeongwhan Choi et al.

ICML 2024arXiv:2312.07753
3
citations

TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules

Weijieying Ren, Xiaoting Li, Huiyuan Chen et al.

ICML 2024