ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2209.15421
  4. Cited By
TabDDPM: Modelling Tabular Data with Diffusion Models

TabDDPM: Modelling Tabular Data with Diffusion Models

30 September 2022
Akim Kotelnikov
Dmitry Baranchuk
Ivan Rubachev
Artem Babenko
    DiffM
ArXivPDFHTML

Papers citing "TabDDPM: Modelling Tabular Data with Diffusion Models"

50 / 151 papers shown
Title
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints
Waldemar Hahn
Jan-Niklas Eckardt
Christoph Röllig
Martin Sedlmayr
J. Middeke
M. Wolfien
36
0
0
08 May 2025
A Large Language Model for Feasible and Diverse Population Synthesis
A Large Language Model for Feasible and Diverse Population Synthesis
Sung Yoo Lim
Hyunsoo Yun
P. Bansal
Dong-Kyu Kim
Eui-Jin Kim
SyDa
44
0
0
07 May 2025
The DCR Delusion: Measuring the Privacy Risk of Synthetic Data
The DCR Delusion: Measuring the Privacy Risk of Synthetic Data
Zexi Yao
Natasa Krco
Georgi Ganev
Yves-Alexandre de Montjoye
78
0
0
02 May 2025
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models
Jan Kapar
Niklas Koenen
Martin Jullum
64
0
0
29 Apr 2025
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
Dayananda Herurkar
Ahmad Ali
Andreas Dengel
38
0
0
29 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation
A Comprehensive Survey of Synthetic Tabular Data Generation
Ruxue Shi
Yili Wang
Mengnan Du
Xu Shen
Xin Wang
39
1
0
23 Apr 2025
Benchmarking Differentially Private Tabular Data Synthesis
Benchmarking Differentially Private Tabular Data Synthesis
Kai Chen
Xiaochen Li
Chen Gong
Ryan McKenna
Tianhao Wang
26
0
0
18 Apr 2025
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments
Junming Liu
Guosun Zeng
Ding Wang
Yanting Gao
Yufei Jin
38
0
0
14 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation
Diffusion Transformers for Tabular Data Time Series Generation
Fabrizio Garuti
E. Sangineto
Simone Luetto
L. Forni
Rita Cucchiara
57
0
0
10 Apr 2025
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild
G. C. N. Kindji
Elisa Fromont
L. Rojas-Barahona
Tanguy Urvoy
32
0
0
10 Apr 2025
Releasing Differentially Private Event Logs Using Generative Models
Releasing Differentially Private Event Logs Using Generative Models
Frederik Wangelik
Majid Rafiei
M. Pourbafrani
Wil M.P. van der Aalst
26
0
0
08 Apr 2025
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Viktor Schlegel
Anil A Bharath
Zilong Zhao
Kevin Yee
66
0
0
26 Mar 2025
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction
Tung Sum Thomas Kwok
Chi-Hua Wang
Guang Cheng
LMTD
69
1
0
19 Mar 2025
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Xiaoyu Wu
Yifei Pang
Terrance Liu
Steven Wu
55
2
0
15 Mar 2025
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
Xiangjian Jiang
Nikola Simidjievski
M. Jamnik
LMTD
75
0
0
13 Mar 2025
CtrTab: Tabular Data Synthesis with High-Dimensional and Limited Data
Zuqing Li
Jianzhong Qi
Junhao Gan
DiffM
53
0
0
09 Mar 2025
Tabby: Tabular Data Synthesis with Language Models
Sonia Cromp
Satya Sai Srinath Namburi GNVV
Mohammed Alkhudhayri
Catherine Cao
Samuel Guo
Nicholas Roberts
Frederic Sala
LMTD
58
0
0
04 Mar 2025
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data
Chungpa Lee
Jongho Im
Joseph H.T. Kim
33
0
0
03 Mar 2025
Synthetic Tabular Data Detection In the Wild
G. C. N. Kindji
Elisa Fromont
L. Rojas-Barahona
Tanguy Urvoy
LMTD
58
1
0
03 Mar 2025
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Mihaela C. Stoian
Eleonora Giunchiglia
84
2
0
25 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions
Zhong Li
Qi Huang
Lincen Yang
Jiayang Shi
Zhao Yang
N. V. Stein
Thomas Bäck
M. Leeuwen
DiffM
37
0
0
24 Feb 2025
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
Liancheng Fang
Aiwei Liu
Hengrui Zhang
Henry Peng Zou
Weizhi Zhang
Philip S. Yu
LMTD
34
1
0
23 Feb 2025
Diffusion Models in Recommendation Systems: A Survey
Diffusion Models in Recommendation Systems: A Survey
Ting-Ruen Wei
Yi Fang
77
2
0
20 Feb 2025
Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation
Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation
Yunbo Long
Liming Xu
Alexandra Brintrup
72
1
0
06 Feb 2025
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data
P. Tiwald
Ivona Krchova
Andrey Sidorenko
Mariana Vargas-Vieyra
Mario Scriminaci
Michael Platzer
44
1
0
21 Jan 2025
Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation
Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation
Frédérick Fabre Ferber
Dominique Gay
Jean-Christophe Soulié
Jean Diatta
Odalric-Ambrym Maillard
36
0
0
13 Jan 2025
Interpolation pour láugmentation de donnees : Application \`a la gestion des adventices de la canne a sucre a la Reunion
Interpolation pour láugmentation de donnees : Application \`a la gestion des adventices de la canne a sucre a la Reunion
Frédérick Fabre Ferber
Dominique Gay
Jean-Christophe Soulié
Jean Diatta
Odalric-Ambrym Maillard
26
0
0
10 Jan 2025
AIGT: AI Generative Table Based on Prompt
AIGT: AI Generative Table Based on Prompt
Mingming Zhang
Zhiqing Xiao
Guoshan Lu
Sai Wu
Weiqiang Wang
Xing Fu
Can Yi
Junbo Zhao
LMTD
VLM
35
2
0
24 Dec 2024
Cross-table Synthetic Tabular Data Detection
Cross-table Synthetic Tabular Data Detection
G. C. N. Kindji
L. Rojas-Barahona
Elisa Fromont
Tanguy Urvoy
LMTD
75
0
0
17 Dec 2024
Understanding and Mitigating Memorization in Diffusion Models for
  Tabular Data
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
Zhengyu Fang
Zhimeng Jiang
Huiyuan Chen
Xiao Li
Jing Li
72
2
0
15 Dec 2024
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators
Tejumade Afonja
Hui-Po Wang
Raouf Kerkouche
Mario Fritz
SyDa
108
2
0
03 Dec 2024
Watermarking Generative Categorical Data
Bochao Gu
Hengzhi He
Guang Cheng
WaLM
37
0
0
16 Nov 2024
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in
  Data Clean Room
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room
Tung Sum Thomas Kwok
Chi-Hua Wang
Guang Cheng
SyDa
46
1
0
31 Oct 2024
Diffusion-nested Auto-Regressive Synthesis of Heterogeneous Tabular Data
Diffusion-nested Auto-Regressive Synthesis of Heterogeneous Tabular Data
Hengrui Zhang
Liancheng Fang
Qitian Wu
Philip S. Yu
DiffM
LMTD
26
1
0
28 Oct 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via
  Individualized Chest X-ray Generation
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
Wenfang Yao
Chen Liu
Kejing Yin
W. K. Cheung
Jing Qin
26
1
0
23 Oct 2024
Generating Tabular Data Using Heterogeneous Sequential Feature Forest
  Flow Matching
Generating Tabular Data Using Heterogeneous Sequential Feature Forest Flow Matching
Ange-Clément Akazan
Alexia Jolicoeur-Martineau
Ioannis Mitliagkas
22
0
0
20 Oct 2024
Data Augmentation via Diffusion Model to Enhance AI Fairness
Data Augmentation via Diffusion Model to Enhance AI Fairness
Christina Hastings Blow
Lijun Qian
Camille Gibson
Pamela Obiomon
Xishuang Dong
DiffM
29
0
0
20 Oct 2024
A Survey on Deep Tabular Learning
A Survey on Deep Tabular Learning
Shriyank Somvanshi
Subasish Das
Syed Aaqib Javed
Gian Antariksa
Ahmed Hossain
LMTD
24
7
0
15 Oct 2024
Privacy Vulnerabilities in Marginals-based Synthetic Data
Privacy Vulnerabilities in Marginals-based Synthetic Data
Steven Golob
Sikha Pentyala
Anuar Maratkhan
Martine De Cock
19
3
0
07 Oct 2024
NRGBoost: Energy-Based Generative Boosted Trees
NRGBoost: Energy-Based Generative Boosted Trees
João Bravo
40
0
0
04 Oct 2024
TAEGAN: Generating Synthetic Tabular Data For Data Augmentation
TAEGAN: Generating Synthetic Tabular Data For Data Augmentation
Jiayu Li
Zilong Zhao
Kevin Yee
Uzair Javaid
Biplab Sikdar
LMTD
29
1
0
02 Oct 2024
Targeted synthetic data generation for tabular data via hardness characterization
Targeted synthetic data generation for tabular data via hardness characterization
Tommaso Ferracci
Leonie Goldmann
Anton Hinel
Francesco Sanna Passino
90
0
0
01 Oct 2024
Preserving logical and functional dependencies in synthetic tabular data
Preserving logical and functional dependencies in synthetic tabular data
Chaithra Umesh
Kristian Schultz
Manjunath Mahendra
Saparshi Bej
Olaf Wolkenhauer
24
0
0
26 Sep 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific
  Energy-Based Models
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
Andrei Margeloiu
Xiangjian Jiang
Nikola Simidjievski
M. Jamnik
33
5
0
24 Sep 2024
Deep generative models as an adversarial attack strategy for tabular
  machine learning
Deep generative models as an adversarial attack strategy for tabular machine learning
Salijona Dyrmishi
Mihaela C. Stoian
Eleonora Giunchiglia
Maxime Cordy
AAML
LMTD
16
0
0
19 Sep 2024
TREB: a BERT attempt for imputing tabular data imputation
TREB: a BERT attempt for imputing tabular data imputation
Shuyue Wang
Wenjun Zhou
Han drk-m-s Jiang
Shuo Wang
Ren Zheng
20
0
0
16 Sep 2024
TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and
  Transformer
TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer
Weihao Gao
Zheng Gong
Zhuo Deng
Fuju Rong
Chucheng Chen
Lan Ma
LMTD
25
0
0
13 Sep 2024
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
Chufan Gao
Mandis Beigi
Afrah Shafquat
Jacob Aptekar
Jimeng Sun
24
0
0
11 Sep 2024
On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation
On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation
Banooqa H. Banday
Kowshik Thopalli
Tanzima Z. Islam
Jayaraman J. Thiagarajan
29
0
0
06 Sep 2024
Deep Feature Embedding for Tabular Data
Deep Feature Embedding for Tabular Data
Yuqian Wu
Hengyi Luo
Raymond S. T. Lee
LMTD
19
4
0
30 Aug 2024
1234
Next