Stay upto date with recent papers in the field!
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Updated
May 4, 2024
Stay upto date with recent papers in the field!
This repository contains the implementation of the project: "Controlling DDPMs and VAEs through EBMs" for the Deep Generative Models class @ UIC
Implementing a Wassertein GAN with gradient penalty in pytorch
[EMNLP2022] BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
[ACL2023] NeuroStructural Decoding: Neural Text Generation with Structural Constraints
Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models
Code for CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models
Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
An implementation of ControlNet as described in "Adding Conditional Control to Text-to-Image Diffusion Models" published by Zhang et al.
Using diffusion model to reach controllable end-to-end driving with Carla simulation environment.
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled, TMLR 2024
Awesome Controllable Video Generation with Diffusion Models
Code for SMERTI for Semantic Text Exchange.
Implementation of CODE: Confident Ordinary Differential Editing
Code for SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation (https://aclanthology.org/2021.inlg-1.21/) INLG 2021 Best Long Paper.
Source code of our TACL paper "Controllable Summarization with Constrained Markov Decision Process"
[ICME2023, oral] CCLAP: Controllable Chinese Landscape Painting generation
Code for "Data-to-text Generation with Style Imitation." [Findings of EMNLP 2020]
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