Beyond Individual Input for Deep Anomaly Detection on Tabular Data

24 May 2023

Papers citing "Beyond Individual Input for Deep Anomaly Detection on Tabular Data"

6 / 6 papers shown

Title
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data Hugo Thimonier José Lucas De Melo Costa Fabrice Popineau Arpad Rimmel Bich-Liên Doan 53 1 0 07 Oct 2024
Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again Hugo Thimonier Fabrice Popineau Arpad Rimmel Bich-Liên Doan 26 1 0 30 Jan 2024
Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments Hugo Thimonier Fabrice Popineau Arpad Rimmel Bich-Liên Doan Fabrice Daniel 27 6 0 21 Dec 2023
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization Alan Jeffares Tennison Liu Jonathan Crabbé F. Imrie M. Schaar CML 50 22 0 09 Mar 2023
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification Penny Chong Lukas Ruff Marius Kloft Alexander Binder 29 35 0 24 Jan 2020
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 220 165 0 18 Oct 2019