PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)
☆186Dec 15, 2020Updated 5 years ago
Alternatives and similar repositories for vae-lagging-encoder
Users that are interested in vae-lagging-encoder are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Feb 16, 2020Updated 6 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆55Mar 11, 2022Updated 3 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆171Dec 12, 2018Updated 7 years ago
- ☆152Feb 9, 2018Updated 8 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆593May 30, 2025Updated 9 months ago
- A curated list of techniques to avoid posterior collapse☆88Jan 22, 2023Updated 3 years ago
- [WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation☆11Apr 27, 2022Updated 3 years ago
- ☆239May 15, 2019Updated 6 years ago
- Tensorflow Implementation of Improving Variational Encoder-Decoders in Dialogue Generation☆27Mar 27, 2018Updated 7 years ago
- Optimus: the first large-scale pre-trained VAE language model☆392Sep 6, 2023Updated 2 years ago
- Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data☆13Jan 28, 2019Updated 7 years ago
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆75Jan 20, 2022Updated 4 years ago
- ☆198Nov 22, 2022Updated 3 years ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25May 1, 2020Updated 5 years ago
- ☆34Aug 14, 2020Updated 5 years ago
- Code for "Language GANs Falling Short"☆59Apr 1, 2021Updated 4 years ago
- ☆16Feb 2, 2022Updated 4 years ago
- Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)☆30Oct 16, 2020Updated 5 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆241Mar 14, 2019Updated 6 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆126Sep 11, 2018Updated 7 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆352Aug 31, 2022Updated 3 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆233May 6, 2018Updated 7 years ago
- ☆178Jul 31, 2020Updated 5 years ago
- PyTorch Implementation of "Unsupervised Learning of Syntactic Structure with Invertible Neural Projections" (EMNLP 2018)☆68Feb 19, 2020Updated 6 years ago
- PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656☆25Jun 12, 2023Updated 2 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆290Feb 1, 2021Updated 5 years ago
- Text Content Manipulation☆45Nov 16, 2020Updated 5 years ago
- Fine-Tuning Pre-trained Transformers into Decaying Fast Weights☆19Oct 9, 2022Updated 3 years ago
- PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)☆173Jul 25, 2024Updated last year
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Mar 5, 2021Updated 4 years ago
- [ACL 2019] Visually Grounded Neural Syntax Acquisition☆90Feb 24, 2024Updated 2 years ago
- An attempt at a PyTorch Implementation of "Zero-Shot" Super-Resolution using Deep Internal Learning by Shocher et al. CVPR 2018☆14Aug 30, 2018Updated 7 years ago
- Generative Flow based Sequence-to-Sequence Toolkit written in Python.☆247Jan 28, 2020Updated 6 years ago
- simple implementation of "Improved Variational Inference with Inverse Autoregressive Flow" paper with pytorch☆52Sep 25, 2017Updated 8 years ago
- ☆23Oct 15, 2022Updated 3 years ago
- Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs☆56Dec 1, 2020Updated 5 years ago
- Repository for "Generating Sentences by Editing Prototypes"☆334Aug 19, 2018Updated 7 years ago
- Pytorch implementation of "A Probabilistic Formulation of Unsupervised Text Style Transfer" by He. et. al. at ICLR 2020☆162Oct 19, 2022Updated 3 years ago
- Pytorch implementation of β-VAE☆568Dec 29, 2020Updated 5 years ago