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latent space
latent space
854 papers
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variational autoencoder
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generative model
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generative adversarial network
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image generation
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diffusion model
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representation learning
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disentangled representation
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Papers
When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation
CVPR 2024
Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing
AISTATS 2024
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
CVPR 2024
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
CVPR 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language Models
ACL 2024
SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds
CVPR 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
NIPS 2024
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation
AAAI 2024
An Edit Friendly DDPM Noise Space: Inversion and Manipulations
CVPR 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning
CVPR 2024
Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
CVPR 2024
Self-supervised learning of Split Invariant Equivariant representations
ICML 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition
ICCV 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
ICCV 2023
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
ICML 2023
Unveiling the Latent Space Geometry of Push-Forward Generative Models
ICML 2023
Coarse-to-Fine Amodal Segmentation with Shape Prior
ICCV 2023
Multi-Directional Subspace Editing in Style-Space
ICCV 2023
Disentangled Generative Models for Robust Prediction of System Dynamics
ICML 2023
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation
ICCV 2023
Householder Projector for Unsupervised Latent Semantics Discovery
ICCV 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation
ICML 2023
ToonTalker: Cross-Domain Face Reenactment
ICCV 2023
Diverse Inpainting and Editing with GAN Inversion
ICCV 2023
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