Controllable Data Generation by Deep Learning: A Review

19 July 2022

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

50 / 193 papers shown

Title
Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset Kun Zhou Berrak Sisman Rui Liu Haizhou Li 46 190 0 28 Oct 2020
Emotion controllable speech synthesis using emotion-unlabeled dataset with the assistance of cross-domain speech emotion recognition Xiong Cai Dongyang Dai Zhiyong Wu Xiang Li Jingbei Li Helen Meng 35 66 0 26 Oct 2020
A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph Lin Qiao Jianhao Yan Fandong Meng Zhendong Yang Jie Zhou 16 13 0 12 Oct 2020
MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization Tianfan Fu Cao Xiao Xinhao Li Lucas Glass Jimeng Sun 68 79 0 05 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 46 127 0 02 Oct 2020
Controllable neural text-to-speech synthesis using intuitive prosodic features T. Raitio Ramya Rasipuram D. Castellani 54 66 0 14 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 82 398 0 14 Sep 2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia DRL 34 63 0 17 Aug 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 75 529 0 06 Aug 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm Kai Chen Cheng-i Wang Taylor Berg-Kirkpatrick Shlomo Dubnov 36 52 0 04 Aug 2020
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 50 30 0 31 Jul 2020
dMelodies: A Music Dataset for Disentanglement Learning Ashis Pati Francesco Ferroni Alexander Lerch CoGe DRL 26 10 0 29 Jul 2020
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling Hao Hao Tan Dorien Herremans MGen 34 73 0 29 Jul 2020
Length-Controllable Image Captioning Chaorui Deng Ning Ding Mingkui Tan Qi Wu VLM 50 57 0 19 Jul 2020
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 71 148 0 13 Jul 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 70 589 0 13 Jul 2020
Guiding Deep Molecular Optimization with Genetic Exploration SungSoo Ahn Junsup Kim Hankook Lee Jinwoo Shin 58 73 0 04 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 299 17,550 0 19 Jun 2020
MoFlow: An Invertible Flow Model for Generating Molecular Graphs Chengxi Zang Fei Wang BDL 108 289 0 17 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 120 1,873 0 11 Jun 2020
Interpretable Deep Graph Generation with Node-Edge Co-Disentanglement Xiaojie Guo Liang Zhao Zhao Qin Lingfei Wu Amarda Shehu Yanfang Ye CoGe DRL 85 46 0 09 Jun 2020
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks Maxim Maximov Ismail Elezi Laura Leal-Taixé PICV GAN 123 168 0 19 May 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 179 88 0 04 May 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 44 346 0 24 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 99 900 0 06 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 80 123 0 26 Mar 2020
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution Xiaojie Guo Liang Zhao Cameron Nowzari S. Rafatirad Houman Homayoun Sai Manoj P D 62 27 0 22 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 218 10,591 0 17 Feb 2020
Controlled time series generation for automotive software-in-the-loop testing using GANs Dhasarathy Parthasarathy Karl Bäckström Jens Henriksson S. Einarsdóttir 15 13 0 16 Feb 2020
Controlling generative models with continuous factors of variations Antoine Plumerault Hervé Le Borgne C´eline Hudelot DRL 62 127 0 28 Jan 2020
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation Chence Shi Minkai Xu Zhaocheng Zhu Weinan Zhang Ming Zhang Jian Tang 152 434 0 26 Jan 2020
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 136 375 0 14 Jan 2020
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging Rewa Sood Binit Topiwala Karthik Choutagunta R. Sood M. Rusu MedIm GAN 21 33 0 19 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 115 80 0 15 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 100 966 0 04 Dec 2019
CORE: Automatic Molecule Optimization Using Copy & Refine Strategy Tianfan Fu Cao Xiao Jimeng Sun 92 65 0 23 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 157 4,395 0 07 Nov 2019
Cross-Domain Face Synthesis using a Controllable GAN F. Mokhayeri K. Kamali Eric Granger CVBM 63 17 0 31 Oct 2019
ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation Juraj Juraska Kevin K. Bowden M. Walker 32 44 0 26 Oct 2019
Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens Rafael Valle Jason Chun Lok Li R. Prenger Bryan Catanzaro 49 149 0 26 Oct 2019
Semi-Supervised Generative Modeling for Controllable Speech Synthesis Raza Habib Soroosh Mariooryad Matt Shannon Eric Battenberg RJ Skerry-Ryan Daisy Stanton David Kao Tom Bagby BDL 24 48 0 03 Oct 2019
Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space AkshatKumar Nigam Pascal Friederich Mario Krenn Alán Aspuru-Guzik AI4CE 38 131 0 25 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 105 1,239 0 11 Sep 2019
DeepPrivacy: A Generative Adversarial Network for Face Anonymization Håkon Hukkelås Rudolf Mester Frank Lindseth PICV CVBM 43 228 0 10 Sep 2019
Graph Representation Learning: A Survey Fenxiao Chen Yun Cheng Wang Bin Wang C.-C. Jay Kuo GNN AI4TS 43 204 0 03 Sep 2019
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 39 167 0 25 Aug 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 101 1,119 0 25 Jul 2019
On the "steerability" of generative adversarial networks Ali Jahanian Lucy Chai Phillip Isola GAN OOD 113 397 0 16 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 178 3,803 0 12 Jul 2019
A Methodology for Controlling the Emotional Expressiveness in Synthetic Speech -- a Deep Learning approach Noé Tits 18 10 0 05 Jul 2019