Style Aligned Image Generation via Shared Attention
Paper
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2312.02133
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Published
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8
diffusion
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FaceStudio: Put Your Face Everywhere in Seconds
Paper • 2312.02663 • Published • 27 -
X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model
Paper • 2312.02238 • Published • 24 -
Orthogonal Adaptation for Modular Customization of Diffusion Models
Paper • 2312.02432 • Published • 12 -
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
Paper • 2312.04461 • Published • 48 -
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
Paper • 2312.04410 • Published • 14 -
CCM: Adding Conditional Controls to Text-to-Image Consistency Models
Paper • 2312.06971 • Published • 10 -
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition
Paper • 2312.07536 • Published • 15 -
DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing
Paper • 2312.07409 • Published • 20 -
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
Paper • 2312.10835 • Published • 5 -
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
Paper • 2312.14091 • Published • 13 -
DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models
Paper • 2312.14216 • Published • 10 -
One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications
Paper • 2312.16145 • Published • 8 -
Prompt Expansion for Adaptive Text-to-Image Generation
Paper • 2312.16720 • Published • 4 -
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
Paper • 2312.16272 • Published • 5 -
Instruct-Imagen: Image Generation with Multi-modal Instruction
Paper • 2401.01952 • Published • 29 -
Improving Diffusion-Based Image Synthesis with Context Prediction
Paper • 2401.02015 • Published • 6 -
Score Distillation Sampling with Learned Manifold Corrective
Paper • 2401.05293 • Published • 6 -
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
Paper • 2401.05252 • Published • 43 -
PALP: Prompt Aligned Personalization of Text-to-Image Models
Paper • 2401.06105 • Published • 46 -
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers
Paper • 2401.08740 • Published • 10 -
Synthesizing Moving People with 3D Control
Paper • 2401.10889 • Published • 11 -
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
Paper • 2401.11605 • Published • 19 -
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
Paper • 2401.11708 • Published • 27 -
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
Paper • 2401.13974 • Published • 11 -
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion
Paper • 2401.14066 • Published • 7 -
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion
Paper • 2401.13388 • Published • 9 -
Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation
Paper • 2401.15688 • Published • 10 -
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding
Paper • 2401.15708 • Published • 9 -
StableIdentity: Inserting Anybody into Anywhere at First Sight
Paper • 2401.15975 • Published • 16 -
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space
Paper • 2402.05195 • Published • 16 -
Animated Stickers: Bringing Stickers to Life with Video Diffusion
Paper • 2402.06088 • Published • 9 -
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
Paper • 2402.09812 • Published • 11 -
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation
Paper • 2402.10210 • Published • 28 -
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
Paper • 2402.08714 • Published • 10 -
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation
Paper • 2402.10491 • Published • 15 -
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation
Paper • 2402.11929 • Published • 9 -
FiT: Flexible Vision Transformer for Diffusion Model
Paper • 2402.12376 • Published • 46 -
RealCompo: Dynamic Equilibrium between Realism and Compositionality Improves Text-to-Image Diffusion Models
Paper • 2402.12908 • Published • 5 -
D-Flow: Differentiating through Flows for Controlled Generation
Paper • 2402.14017 • Published • 5 -
Multi-LoRA Composition for Image Generation
Paper • 2402.16843 • Published • 28 -
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Model
Paper • 2402.17412 • Published • 21 -
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
Paper • 2403.00483 • Published • 8 -
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models
Paper • 2403.02084 • Published • 11 -
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
Paper • 2403.04692 • Published • 35 -
StableDrag: Stable Dragging for Point-based Image Editing
Paper • 2403.04437 • Published • 23 -
DragAnything: Motion Control for Anything using Entity Representation
Paper • 2403.07420 • Published • 11 -
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering
Paper • 2403.09622 • Published • 10 -
StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control
Paper • 2403.09055 • Published • 23 -
Infinite-ID: Identity-preserved Personalization via ID-semantics Decoupling Paradigm
Paper • 2403.11781 • Published • 17 -
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis
Paper • 2403.12963 • Published • 6 -
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models
Paper • 2403.13535 • Published • 20 -
ReNoise: Real Image Inversion Through Iterative Noising
Paper • 2403.14602 • Published • 19 -
TextCraftor: Your Text Encoder Can be Image Quality Controller
Paper • 2403.18978 • Published • 12 -
CosmicMan: A Text-to-Image Foundation Model for Humans
Paper • 2404.01294 • Published • 15 -
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
Paper • 2404.01197 • Published • 29 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 28 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 11 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 19 -
UniFL: Improve Stable Diffusion via Unified Feedback Learning
Paper • 2404.05595 • Published • 20 -
ByteEdit: Boost, Comply and Accelerate Generative Image Editing
Paper • 2404.04860 • Published • 24 -
SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing
Paper • 2404.05717 • Published • 23 -
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion
Paper • 2404.04544 • Published • 20 -
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
Paper • 2404.05674 • Published • 9 -
Aligning Diffusion Models by Optimizing Human Utility
Paper • 2404.04465 • Published • 12 -
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models
Paper • 2404.04478 • Published • 11 -
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Paper • 2404.07987 • Published • 45 -
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
Paper • 2404.09967 • Published • 20 -
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation
Paper • 2404.11565 • Published • 12 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 21 -
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning
Paper • 2404.15449 • Published • 11 -
PuLID: Pure and Lightning ID Customization via Contrastive Alignment
Paper • 2404.16022 • Published • 16 -
Editable Image Elements for Controllable Synthesis
Paper • 2404.16029 • Published • 9 -
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving
Paper • 2404.16771 • Published • 16 -
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation
Paper • 2404.19427 • Published • 60 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 34