Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper
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2410.10306
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Published
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55
Gen AI Diffusion
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ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
Paper • 2411.05003 • Published • 70 -
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation
Paper • 2411.04709 • Published • 25 -
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Paper • 2410.07171 • Published • 42 -
Story-Adapter: A Training-free Iterative Framework for Long Story Visualization
Paper • 2410.06244 • Published • 19 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 33 -
Training-free Regional Prompting for Diffusion Transformers
Paper • 2411.02395 • Published • 25 -
AutoVFX: Physically Realistic Video Editing from Natural Language Instructions
Paper • 2411.02394 • Published • 17 -
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Paper • 2410.22366 • Published • 78 -
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
Paper • 2410.10812 • Published • 17 -
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
Paper • 2410.13830 • Published • 25 -
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Paper • 2411.05007 • Published • 18 -
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
Paper • 2411.07232 • Published • 65 -
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
Paper • 2411.07199 • Published • 47 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 68 -
AnimateAnything: Consistent and Controllable Animation for Video Generation
Paper • 2411.10836 • Published • 22 -
Stylecodes: Encoding Stylistic Information For Image Generation
Paper • 2411.12811 • Published • 12 -
VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement
Paper • 2411.15115 • Published • 9 -
Style-Friendly SNR Sampler for Style-Driven Generation
Paper • 2411.14793 • Published • 36 -
OminiControl: Minimal and Universal Control for Diffusion Transformer
Paper • 2411.15098 • Published • 55 -
OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows
Paper • 2412.01169 • Published • 13 -
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance
Paper • 2412.02687 • Published • 109 -
NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training
Paper • 2412.02030 • Published • 19 -
MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance
Paper • 2412.05355 • Published • 9 -
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
Paper • 2412.04431 • Published • 18 -
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 47 -
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
Paper • 2412.07674 • Published • 20 -
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
Paper • 2412.07774 • Published • 28 -
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
Paper • 2412.05148 • Published • 11 -
ObjCtrl-2.5D: Training-free Object Control with Camera Poses
Paper • 2412.07721 • Published • 8 -
StyleMaster: Stylize Your Video with Artistic Generation and Translation
Paper • 2412.07744 • Published • 19 -
FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models
Paper • 2412.08629 • Published • 12 -
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
Paper • 2412.09349 • Published • 8 -
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations
Paper • 2412.08580 • Published • 45 -
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
Paper • 2412.09618 • Published • 21 -
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models
Paper • 2412.09622 • Published • 8 -
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
Paper • 2412.09626 • Published • 20 -
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution
Paper • 2412.15213 • Published • 26 -
BrushEdit: All-In-One Image Inpainting and Editing
Paper • 2412.10316 • Published • 33 -
1.58-bit FLUX
Paper • 2412.18653 • Published • 80 -
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Paper • 2412.19712 • Published • 15 -
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models
Paper • 2412.19645 • Published • 13 -
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
Paper • 2501.01427 • Published • 51 -
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
Paper • 2501.01320 • Published • 11 -
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning
Paper • 2501.04698 • Published • 14 -
Diffusion Adversarial Post-Training for One-Step Video Generation
Paper • 2501.08316 • Published • 33 -
3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering
Paper • 2501.05131 • Published • 34 -
AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation
Paper • 2501.09503 • Published • 13 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper • 2501.09732 • Published • 70 -
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Paper • 2501.18427 • Published • 17 -
MatAnyone: Stable Video Matting with Consistent Memory Propagation
Paper • 2501.14677 • Published • 31 -
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
Paper • 2502.03032 • Published • 58 -
DynVFX: Augmenting Real Videos with Dynamic Content
Paper • 2502.03621 • Published • 29 -
Generating Multi-Image Synthetic Data for Text-to-Image Customization
Paper • 2502.01720 • Published • 8 -
Magic 1-For-1: Generating One Minute Video Clips within One Minute
Paper • 2502.07701 • Published • 34 -
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
Paper • 2502.01061 • Published • 189 -
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
Paper • 2502.10458 • Published • 30 -
PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data
Paper • 2502.14397 • Published • 38 -
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
Paper • 2502.18411 • Published • 69 -
KV-Edit: Training-Free Image Editing for Precise Background Preservation
Paper • 2502.17363 • Published • 33 -
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
Paper • 2502.18461 • Published • 15 -
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
Paper • 2503.06698 • Published • 2 -
EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer
Paper • 2503.07027 • Published • 21 -
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Paper • 2503.08638 • Published • 52