Semi-Supervised Learning with Deep Generative Models

20 June 2014

Diederik P. Kingma

Danilo Jimenez Rezende

Papers citing "Semi-Supervised Learning with Deep Generative Models"

23 / 23 papers shown

Title
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior Surajit Chakrabarty Rukma Talwadker Tridib Mukherjee GAN 82 3 0 02 May 2025
Generating Multimodal Driving Scenes via Next-Scene Prediction Yanhao Wu Haoyang Zhang Tianwei Lin Lichao Huang Shujie Luo Rui Wu Congpei Qiu Wei Ke Tong Zhang VGen 69 0 0 19 Mar 2025
StyleAutoEncoder for manipulating image attributes using pre-trained StyleGAN Andrzej Bedychaj Jacek Tabor Marek Śmieja GAN 82 0 0 31 Dec 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 141 4 0 30 Aug 2024
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing Han Jiang Xiaoyuan Yi Zhihua Wei Ziang Xiao Shu Wang Xing Xie ELM ALM 88 8 0 20 Jun 2024
Fairness Risks for Group-conditionally Missing Demographics Kaiqi Jiang Wenzhe Fan Mao Li Xinhua Zhang 134 0 0 20 Feb 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 62 1 0 05 Jan 2024
Disentanglement Learning via Topology Nikita Balabin Daria Voronkova I. Trofimov Evgeny Burnaev S. Barannikov DRL 83 2 0 24 Aug 2023
Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes Zheng Dong Zekai Fan Shixiang Zhu DiffM 58 4 0 21 May 2023
Auto-Encoding Goodness of Fit A. Palmer Zhiyi Chi Derek Aguiar J. Bi 59 1 0 12 Oct 2022
A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel Yindong Chen Yiwei Wang Lulu Kang Chun Liu 65 2 0 21 Nov 2021
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 69 95 0 20 Aug 2020
Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities Zhaoyi Xu J. Saleh 49 343 0 19 Aug 2020
Capturing Label Characteristics in VAEs Thomas Joy Sebastian M. Schmon Philip Torr N. Siddharth Tom Rainforth CML DRL 60 45 0 17 Jun 2020
PCAAE: Principal Component Analysis Autoencoder for organising the latent space of generative networks Chi-Hieu Pham Saïd Ladjal A. Newson DRL 50 31 0 14 Jun 2020
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders M. Brégère R. Bessa 32 14 0 10 Jun 2020
DeepWiFi: Cognitive WiFi with Deep Learning Kemal Davaslioglu S. Soltani T. Erpek Y. Sagduyu 38 45 0 29 Oct 2019
Weakly Supervised Disentanglement with Guarantees Rui Shu Yining Chen Abhishek Kumar Stefano Ermon Ben Poole CoGe DRL 83 137 0 22 Oct 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 76 353 0 16 Sep 2019
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary Masataro Asai A. Fukunaga 121 171 0 29 Apr 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 77 389 0 27 Feb 2017
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 77 909 0 06 Feb 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 367 16,962 0 20 Dec 2013