Controllable Data Generation by Deep Learning: A Review

19 July 2022

Papers citing "Controllable Data Generation by Deep Learning: A Review"

30 / 30 papers shown

Title
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai R. Xu H. Wang Caiming Xiong S. DiffM 76 0 0 03 Jan 2025
SurgSora: Decoupled RGBD-Flow Diffusion Model for Controllable Surgical Video Generation Tong Chen Shuya Yang Junyi Wang Long Bai Hongliang Ren Luping Zhou VGen MedIm 72 1 0 18 Dec 2024
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation Yinghua Yao Yuangang Pan Jing Li Ivor Tsang Xin Yao 42 6 0 05 Jul 2024
Differentially Private Tabular Data Synthesis using Large Language Models Toan V. Tran Li Xiong SyDa 33 6 0 03 Jun 2024
Deep Causal Generative Models with Property Control Qilong Zhao Shiyu Wang Guangji Bai Bo Pan Zhaohui Qin Liang Zhao 34 0 0 25 May 2024
Controllable Data Generation Via Iterative Data-Property Mutual Mappings Bo Pan Muran Qin Shiyu Wang Yifei Zhang Liang Zhao 27 0 0 11 Oct 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 19 1 0 27 Aug 2023
The GANfather: Controllable generation of malicious activity to improve defence systems Ricardo Pereira Jacopo Bono João Tiago Ascensão David Oliveira Aparício Pedro Ribeiro P. Bizarro AAML 11 2 0 25 Jul 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 26 12 0 07 Jun 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Biwei Huang Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 33 11 0 29 Jan 2023
Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions Joseph B. Choi Phong C. H. Nguyen O. Sen H. Udaykumar Stephen Seung-Yeob Baek PINN AI4CE 14 11 0 15 Nov 2022
Multi-objective Deep Data Generation with Correlated Property Control Shiyu Wang Xiaojie Guo Xuanyang Lin Bo Pan Yuanqi Du ... S. Alkhalifa K. Minbiole Bill Wuest Amarda Shehu Liang Zhao AI4CE 34 14 0 01 Oct 2022
Interpretable Molecular Graph Generation via Monotonic Constraints Yuanqi Du Xiaojie Guo Amarda Shehu Liang Zhao 50 19 0 28 Feb 2022
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation Shidi Li Miaomiao Liu Christian J. Walder 3DPC 42 18 0 13 Oct 2021
Fine-grained style control in Transformer-based Text-to-speech Synthesis Li-Wei Chen Alexander I. Rudnicky 80 29 0 12 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 28 42 0 30 Sep 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation Youzhi Luo Keqiang Yan Shuiwang Ji DRL 157 185 0 01 Feb 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 137 61 0 26 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 131 121 0 07 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 34 56 0 31 Dec 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 148 83 0 04 May 2020
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution Xiaojie Guo Liang Zhao Cameron Nowzari S. Rafatirad Houman Homayoun Sai Manoj Pudukotai Dinakarrao 32 24 0 22 Mar 2020
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 83 366 0 14 Jan 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models Daniil Polykovskiy Alexander Zhebrak Benjamín Sánchez-Lengeling Sergey Golovanov Oktai Tatanov ... Simon Johansson Hongming Chen Sergey I. Nikolenko Alán Aspuru-Guzik Alex Zhavoronkov ELM 158 628 0 29 Nov 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 206 1,954 0 14 Jun 2018
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 111 462 0 09 Jun 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 181 878 0 07 Jun 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 208 1,205 0 12 Feb 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,174 0 30 Oct 2016