Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 57
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 • 71 -
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation
Paper • 2411.04709 • Published • 27 -
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Paper • 2410.07171 • Published • 43 -
Story-Adapter: A Training-free Iterative Framework for Long Story Visualization
Paper • 2410.06244 • Published • 20 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 34 -
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 • 16 -
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Paper • 2410.22366 • Published • 84 -
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
Paper • 2410.10812 • Published • 18 -
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
Paper • 2410.13830 • Published • 26 -
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Paper • 2411.05007 • Published • 24 -
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
Paper • 2411.07232 • Published • 68 -
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
Paper • 2411.07199 • Published • 50 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 80 -
AnimateAnything: Consistent and Controllable Animation for Video Generation
Paper • 2411.10836 • Published • 24 -
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 • 10 -
Style-Friendly SNR Sampler for Style-Driven Generation
Paper • 2411.14793 • Published • 39 -
OminiControl: Minimal and Universal Control for Diffusion Transformer
Paper • 2411.15098 • Published • 61 -
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 • 113 -
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 • 8 -
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
Paper • 2412.04431 • Published • 17 -
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 48 -
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 • 30 -
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
Paper • 2412.05148 • Published • 12 -
ObjCtrl-2.5D: Training-free Object Control with Camera Poses
Paper • 2412.07721 • Published • 9 -
StyleMaster: Stylize Your Video with Artistic Generation and Translation
Paper • 2412.07744 • Published • 20 -
FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models
Paper • 2412.08629 • Published • 13 -
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 • 21 -
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution
Paper • 2412.15213 • Published • 28 -
BrushEdit: All-In-One Image Inpainting and Editing
Paper • 2412.10316 • Published • 37 -
1.58-bit FLUX
Paper • 2412.18653 • Published • 86 -
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 • 53 -
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
Paper • 2501.01320 • Published • 13 -
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning
Paper • 2501.04698 • Published • 15 -
Diffusion Adversarial Post-Training for One-Step Video Generation
Paper • 2501.08316 • Published • 36 -
3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering
Paper • 2501.05131 • Published • 37 -
AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation
Paper • 2501.09503 • Published • 14 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper • 2501.09732 • Published • 72 -
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Paper • 2501.18427 • Published • 26 -
MatAnyone: Stable Video Matting with Consistent Memory Propagation
Paper • 2501.14677 • Published • 34 -
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
Paper • 2502.03032 • Published • 60 -
DynVFX: Augmenting Real Videos with Dynamic Content
Paper • 2502.03621 • Published • 30 -
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 • 37 -
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
Paper • 2502.01061 • Published • 225 -
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
Paper • 2502.10458 • Published • 38 -
PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data
Paper • 2502.14397 • Published • 41 -
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
Paper • 2502.18411 • Published • 74 -
KV-Edit: Training-Free Image Editing for Precise Background Preservation
Paper • 2502.17363 • Published • 37 -
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
Paper • 2502.18461 • Published • 17 -
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
Paper • 2503.06698 • Published • 4 -
EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer
Paper • 2503.07027 • Published • 30 -
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Paper • 2503.08638 • Published • 73 -
OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting
Paper • 2503.08677 • Published • 29 -
Personalize Anything for Free with Diffusion Transformer
Paper • 2503.12590 • Published • 44 -
Efficient Personalization of Quantized Diffusion Model without Backpropagation
Paper • 2503.14868 • Published • 20 -
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM
Paper • 2503.14478 • Published • 48 -
Video-T1: Test-Time Scaling for Video Generation
Paper • 2503.18942 • Published • 90 -
Judge Anything: MLLM as a Judge Across Any Modality
Paper • 2503.17489 • Published • 23 -
Training-free Diffusion Acceleration with Bottleneck Sampling
Paper • 2503.18940 • Published • 12 -
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation
Paper • 2503.20672 • Published • 14 -
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation
Paper • 2503.22194 • Published • 25 -
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Model
Paper • 2503.22622 • Published • 18 -
ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model
Paper • 2503.21144 • Published • 27 -
Optimal Stepsize for Diffusion Sampling
Paper • 2503.21774 • Published • 13 -
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Paper • 2504.02826 • Published • 68 -
FreSca: Unveiling the Scaling Space in Diffusion Models
Paper • 2504.02154 • Published • 18 -
One-Minute Video Generation with Test-Time Training
Paper • 2504.05298 • Published • 110 -
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation
Paper • 2504.08736 • Published • 46 -
Alchemist: Turning Public Text-to-Image Data into Generative Gold
Paper • 2505.19297 • Published • 85 -
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
Paper • 2505.18445 • Published • 63 -
Temporal In-Context Fine-Tuning for Versatile Control of Video Diffusion Models
Paper • 2506.00996 • Published • 40 -
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
Paper • 2506.06276 • Published • 26 -
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers
Paper • 2506.07986 • Published • 19 -
Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation
Paper • 2506.09991 • Published • 55 -
Seedance 1.0: Exploring the Boundaries of Video Generation Models
Paper • 2506.09113 • Published • 108 -
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
Paper • 2506.08009 • Published • 31 -
OmniGen2: Exploration to Advanced Multimodal Generation
Paper • 2506.18871 • Published • 78 -
VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory
Paper • 2506.18903 • Published • 22 -
Audit & Repair: An Agentic Framework for Consistent Story Visualization in Text-to-Image Diffusion Models
Paper • 2506.18900 • Published • 3 -
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
Paper • 2506.17612 • Published • 65 -
HiWave: Training-Free High-Resolution Image Generation via Wavelet-Based Diffusion Sampling
Paper • 2506.20452 • Published • 18 -
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition
Paper • 2506.17201 • Published • 55 -
FairyGen: Storied Cartoon Video from a Single Child-Drawn Character
Paper • 2506.21272 • Published • 9 -
FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
Paper • 2506.18899 • Published • 6 -
AnimaX: Animating the Inanimate in 3D with Joint Video-Pose Diffusion Models
Paper • 2506.19851 • Published • 60 -
FantasyPortrait: Enhancing Multi-Character Portrait Animation with Expression-Augmented Diffusion Transformers
Paper • 2507.12956 • Published • 25 -
LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation
Paper • 2508.03694 • Published • 52 -
Matrix-3D: Omnidirectional Explorable 3D World Generation
Paper • 2508.08086 • Published • 76 -
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation
Paper • 2508.07901 • Published • 40 -
Story2Board: A Training-Free Approach for Expressive Storyboard Generation
Paper • 2508.09983 • Published • 70 -
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
Paper • 2508.10881 • Published • 54 -
MoCapAnything: Unified 3D Motion Capture for Arbitrary Skeletons from Monocular Videos
Paper • 2512.10881 • Published • 31 -
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
Paper • 2604.18168 • Published • 97