controllable-generation

There are 2 repositories under controllable-generation topic.

ttengwang / Caption-Anything
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
chatgpt controllable-generation controllable-image-captioning image-captioning segment-anything
Language:Python 1601
yang-song / score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
pytorch stochastic-differential-equations inverse-problems generative-models score-matching score-based-generative-modeling controllable-generation iclr-2021 diffusion-models
Language:Jupyter Notebook 1501
yang-song / score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
score-matching stochastic-differential-equations generative-models score-based-generative-modeling controllable-generation inverse-problems jax flax iclr-2021 diffusion-models
Language:Jupyter Notebook 1302
ermongroup / SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
pytorch score-matching image-editing image-generation controllable-generation image-manipulation
Language:Python 906
PRIV-Creation / Awesome-Controllable-T2I-Diffusion-Models
A collection of resources on controllable generation with text-to-image diffusion models.
awesome awesome-list diffusion-models personalization controllable-generation multi-concept spatial-controls text-to-image
621
kpandey008 / DiffuseVAE
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
generative-model vae diffusion-models ddpm controllable-generation latent-variable-models
Language:Python 320
haofanwang / awesome-conditional-content-generation
Update-to-data resources for conditional content generation, including human motion generation, image or video generation and editing.
aigc awesome-list conditional-generation controllable-generation cross-modality diffusion-models
217
WU-CVGL / MVControl-threestudio
Official implementation of "Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting"
3d-generation 3d-geometry controllable-generation multi-view-networks gaussian-splatting
Language:Python 125
KangweiiLiu / Awesome_Audio-driven_Talking-Face-Generation
A curated list of resources of audio-driven talking face generation
talking-face-generation audio-driven-talking-face speech-driven-talking-face generative-adversarial-networks paperlist controllable-generation
105
GGGHSL / InfoSwap-master
Official PyTorch Implementation for InfoSwap
cvpr2021 controllable-generation photorealistic face-swap 1024
Language:Python 91
samxuxiang / hnc-cad
[ICML 2023] Official PyTorch Implementation of "Hierarchical Neural Coding for Controllable CAD Model Generation".
computer-aided-design generative-model hierarchy transformer vq-vae 3d autocomplete controllable-generation pytorch shape-completion masking
Language:Python 56
ImKeTT / CTG-latentAEs
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
natural-language-processing paperlist latent-variable-models autoencoders controllable-generation generative-model representation-learning text-generation vae variational-autoencoder
49
ImKeTT / AdaVAE
[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation
gpt-2 nlp parameter-efficient-tuning representation-learning vae controllable-generation text-classification text-generation variational-autoencoder
Language:Python 32
hancyran / LiDAR-Diffusion
[CVPR 2024] Official implementation of "Towards Realistic Scene Generation with LiDAR Diffusion Models"
diffusion-models lidar text-to-lidar controllable-generation range-image lidar-generation lidar-diffusion-models
Language:Python 31
VSAnimator / collage-diffusion
Implementation of Collage Diffusion (https://arxiv.org/abs/2303.00262)
art controllable-generation diffusion diffusion-models generative-art generative-model photoshop
Language:Jupyter Notebook 30
ImKeTT / PCAE
[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation
controllable-generation plug-and-play-language-models variational-autoencoder bart nlp deep-learning text-generation
Language:Python 23
bladewaltz1 / ModeCap
Controllable mage captioning model with unsupervised modes
image-captioning neurips-2022 controllable-generation
Language:Python 22
ha-lins / DTG-SI
Code for "Data-to-text Generation with Style Imitation." [Findings of EMNLP 2020]
controllable-generation emnlp2020 text-generation text-style-transfer
Language:Lua 14
styfeng / SAPPHIRE
Code for SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation (https://aclanthology.org/2021.inlg-1.21/) INLG 2021 Best Long Paper.
machine-learning deep-learning natural-language-processing artificial-intelligence generative-model controllable-generation inlg2021 concept-to-text commongen generative-commonsense-reasoning commonsense-reasoning seq2seq language-model transformers natural-language-generation nlg language-modeling keywords-to-text constrained-text-generation data-to-text
8
kenchan0226 / control-sum-cmdp
Source code of our TACL paper "Controllable Summarization with Constrained Markov Decision Process"
controllable-generation pytorch summarization text-summarization
Language:Python 7
Robin-WZQ / CCLAP
This is the official implementation of CCLAP for Controllable Chinese Landscape Painting generation. (ICME2023, oral)
art-generation chinese-landscape-painting controllable-generation stable-diffusion
7
styfeng / SMERTI
Code for SMERTI for Semantic Text Exchange.
semantics transformers rnn generative-model machine-learning natural-language-processing deep-learning artificial-intelligence emnlp2019 controllable-generation amazon-reviews news-headlines semantic-text-exchange text-infilling mask-language-modeling
Language:Jupyter Notebook 6
parikshitkumar1 / Generative_Modeling
Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
pytorch-gan gans controllable-generation conditional-gan wgan wgan-gp dcgan-pytorch dcgan-tensorflow generative-models
Language:Jupyter Notebook 2
YuweiYin / TTIDA
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models
controllable-generation generative-data-augmentation text-to-image-generation text-to-text-generation
Language:Python 2
IAMIQBAL / Generative-Adversarial-Networks
Implementations of Generative Adversarial Networks and AutoEncoders in Pytorch
cifar10 conditional-gan controllable-generation dcgan gan gans infogan mnist pytorch sngan wgan wgan-gp vae
Language:Jupyter Notebook 1
StonyBrookNLP / BioNLI
[EMNLP2022] BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
biomedical biomedical-text controllable-generation generation natural-language-inference neurological nli text-generation transformers
Language:Python 1
StonyBrookNLP / NeuroStructuralDecoding
[ACL2023] NeuroStructural Decoding: Neural Text Generation with Structural Constraints
controllable-generation nlp text-generation transformer transformers neurologic
1
Arka-h / Vision-Reading-Group
Stay upto date with recent papers in the field!
3d-computer-vision controllable-generation diffusion-models nerfs
0
Gio99c / GCR
This repository contains the implementation of the project: "Controlling DDPMs and VAEs through EBMs" for the Deep Generative Models class @ UIC
controllable-generation ddpm deep-learning diffusion-models ebm generative-model pytorch vae
Language:Jupyter Notebook 0
styfeng / CHARD
Code for CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models
artificial-intelligence clinical constrained-text-generation controllable-generation deep-learning generative-commonsense-reasoning generative-model healthcare language-models machine-learning mask-language-modeling natural-language-generation natural-language-processing nlg seq2seq text-infilling transformers eacl-2023 explanation-generation knowledge-base
Language:Python 0
tim-kuechler / SemanticSynthesisForScoreBasedModels
Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models
pytorch score-based-generative-modeling score-based-generative-models score-based-models score-matching controllable-generation semantic-synthesis semantic-image-synthesis
Language:Python 0
chao1224 / GraphCG
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled, TMLR 2024
controllable-generation graph molecular-graph molecule point-clouds contrastive-learning editing
shubhe25p / ganofy
Implementing a Wassertein GAN with gradient penalty in pytorch
pytorch gans wgangp cgan infogan-pytorch controllable-generation
Language:Jupyter Notebook