Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
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Updated
Mar 4, 2021 - Jupyter Notebook
Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
Code for SMERTI for Semantic Text Exchange.
Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models
Code for "Data-to-text Generation with Style Imitation." [Findings of EMNLP 2020]
Code for SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation (https://aclanthology.org/2021.inlg-1.21/) INLG 2021 Best Long Paper.
Official PyTorch Implementation for InfoSwap
Implementing a Wassertein GAN with gradient penalty in pytorch
Source code of our TACL paper "Controllable Summarization with Constrained Markov Decision Process"
A curated list of resources of audio-driven talking face generation
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled, TMLR 2024
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
This repository contains the implementation of the project: "Controlling DDPMs and VAEs through EBMs" for the Deep Generative Models class @ UIC
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation
Controllable mage captioning model with unsupervised modes
Implementation of Collage Diffusion (https://arxiv.org/abs/2303.00262)
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