Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
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2401.09048
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Improving fine-grained understanding in image-text pre-training
Paper • 2401.09865 • Published • 18 -
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Paper • 2401.10891 • Published • 62 -
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
Paper • 2401.13627 • Published • 75 -
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion
Paper • 2401.13388 • Published • 12 -
DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
Paper • 2402.02583 • Published • 8 -
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Paper • 2402.13929 • Published • 28 -
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
Paper • 2402.14167 • Published • 12 -
Subobject-level Image Tokenization
Paper • 2402.14327 • Published • 18 -
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition
Paper • 2402.15504 • Published • 23 -
Multi-LoRA Composition for Image Generation
Paper • 2402.16843 • Published • 33 -
EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions
Paper • 2402.17485 • Published • 195 -
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
Paper • 2402.19481 • Published • 23 -
Trajectory Consistency Distillation
Paper • 2402.19159 • Published • 16 -
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
Paper • 2403.00483 • Published • 15 -
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models
Paper • 2403.02084 • Published • 15 -
OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on
Paper • 2403.01779 • Published • 31 -
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Paper • 2403.03206 • Published • 66 -
ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
Paper • 2403.05135 • Published • 46 -
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM
Paper • 2403.07487 • Published • 17 -
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering
Paper • 2403.09622 • Published • 18 -
StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control
Paper • 2403.09055 • Published • 27 -
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models
Paper • 2403.13535 • Published • 24 -
DepthFM: Fast Monocular Depth Estimation with Flow Matching
Paper • 2403.13788 • Published • 17 -
Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos
Paper • 2403.13044 • Published • 15 -
FlashFace: Human Image Personalization with High-fidelity Identity Preservation
Paper • 2403.17008 • Published • 22 -
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper • 2403.16627 • Published • 21 -
ViTAR: Vision Transformer with Any Resolution
Paper • 2403.18361 • Published • 56 -
ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion
Paper • 2403.18818 • Published • 28 -
CosmicMan: A Text-to-Image Foundation Model for Humans
Paper • 2404.01294 • Published • 16 -
Condition-Aware Neural Network for Controlled Image Generation
Paper • 2404.01143 • Published • 13 -
Measuring Style Similarity in Diffusion Models
Paper • 2404.01292 • Published • 17 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 37 -
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation
Paper • 2404.03673 • Published • 16 -
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Paper • 2404.07987 • Published • 48 -
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies
Paper • 2404.08197 • Published • 30 -
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
Paper • 2404.09967 • Published • 22 -
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Paper • 2404.09990 • Published • 13 -
Dynamic Typography: Bringing Words to Life
Paper • 2404.11614 • Published • 46 -
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation
Paper • 2404.11565 • Published • 15 -
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
Paper • 2404.13686 • Published • 29 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 24 -
PuLID: Pure and Lightning ID Customization via Contrastive Alignment
Paper • 2404.16022 • Published • 26 -
Editable Image Elements for Controllable Synthesis
Paper • 2404.16029 • Published • 12 -
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning
Paper • 2404.15449 • Published • 14 -
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving
Paper • 2404.16771 • Published • 20 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 57 -
Customizing Text-to-Image Models with a Single Image Pair
Paper • 2405.01536 • Published • 23 -
Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control
Paper • 2405.12970 • Published • 26 -
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
Paper • 2405.14677 • Published • 12 -
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
Paper • 2405.14224 • Published • 17 -
Semantica: An Adaptable Image-Conditioned Diffusion Model
Paper • 2405.14857 • Published • 11 -
EM Distillation for One-step Diffusion Models
Paper • 2405.16852 • Published • 12 -
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models
Paper • 2405.16759 • Published • 8 -
Phased Consistency Model
Paper • 2405.18407 • Published • 49 -
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Paper • 2406.04333 • Published • 39 -
pOps: Photo-Inspired Diffusion Operators
Paper • 2406.01300 • Published • 18 -
Zero-shot Image Editing with Reference Imitation
Paper • 2406.07547 • Published • 34 -
An Image is Worth 32 Tokens for Reconstruction and Generation
Paper • 2406.07550 • Published • 60 -
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
Paper • 2406.06911 • Published • 12 -
FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation
Paper • 2406.08392 • Published • 21 -
Depth Anything V2
Paper • 2406.09414 • Published • 103 -
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
Paper • 2406.09415 • Published • 52 -
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models
Paper • 2406.09416 • Published • 30 -
EMMA: Your Text-to-Image Diffusion Model Can Secretly Accept Multi-Modal Prompts
Paper • 2406.09162 • Published • 14 -
Glyph-ByT5-v2: A Strong Aesthetic Baseline for Accurate Multilingual Visual Text Rendering
Paper • 2406.10208 • Published • 22 -
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
Paper • 2406.11831 • Published • 22 -
The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
Paper • 2406.10601 • Published • 70 -
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
Paper • 2406.14539 • Published • 28 -
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Paper • 2406.16855 • Published • 57 -
Aligning Diffusion Models with Noise-Conditioned Perception
Paper • 2406.17636 • Published • 28 -
Magic Insert: Style-Aware Drag-and-Drop
Paper • 2407.02489 • Published • 22 -
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents
Paper • 2407.03300 • Published • 14 -
PartCraft: Crafting Creative Objects by Parts
Paper • 2407.04604 • Published • 6 -
SVGCraft: Beyond Single Object Text-to-SVG Synthesis with Comprehensive Canvas Layout
Paper • 2404.00412 • Published • 2 -
DataDream: Few-shot Guided Dataset Generation
Paper • 2407.10910 • Published • 10 -
Scaling Diffusion Transformers to 16 Billion Parameters
Paper • 2407.11633 • Published • 27 -
IMAGDressing-v1: Customizable Virtual Dressing
Paper • 2407.12705 • Published • 13 -
CGB-DM: Content and Graphic Balance Layout Generation with Transformer-based Diffusion Model
Paper • 2407.15233 • Published • 6 -
Artist: Aesthetically Controllable Text-Driven Stylization without Training
Paper • 2407.15842 • Published • 14 -
Discrete Flow Matching
Paper • 2407.15595 • Published • 13 -
ViPer: Visual Personalization of Generative Models via Individual Preference Learning
Paper • 2407.17365 • Published • 13 -
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model
Paper • 2407.16982 • Published • 43 -
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
Paper • 2407.17952 • Published • 33 -
SHIC: Shape-Image Correspondences with no Keypoint Supervision
Paper • 2407.18907 • Published • 42 -
TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models
Paper • 2408.00735 • Published • 17 -
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
Paper • 2408.00760 • Published • 7 -
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Paper • 2408.02657 • Published • 36 -
ProCreate, Dont Reproduce! Propulsive Energy Diffusion for Creative Generation
Paper • 2408.02226 • Published • 12 -
IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts
Paper • 2408.03209 • Published • 23 -
Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual Storytelling
Paper • 2408.03695 • Published • 13 -
ControlNeXt: Powerful and Efficient Control for Image and Video Generation
Paper • 2408.06070 • Published • 54 -
BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual Inversion
Paper • 2408.04785 • Published • 9 -
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
Paper • 2408.05939 • Published • 15 -
Imagen 3
Paper • 2408.07009 • Published • 62 -
ZePo: Zero-Shot Portrait Stylization with Faster Sampling
Paper • 2408.05492 • Published • 7 -
Generative Photomontage
Paper • 2408.07116 • Published • 21 -
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
Paper • 2408.08459 • Published • 46 -
TurboEdit: Instant text-based image editing
Paper • 2408.08332 • Published • 21 -
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering
Paper • 2408.09702 • Published • 11 -
TraDiffusion: Trajectory-Based Training-Free Image Generation
Paper • 2408.09739 • Published • 9 -
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
Paper • 2408.11001 • Published • 12 -
The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks
Paper • 2408.10446 • Published • 9 -
Scalable Autoregressive Image Generation with Mamba
Paper • 2408.12245 • Published • 27 -
CODE: Confident Ordinary Differential Editing
Paper • 2408.12418 • Published • 4 -
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher
Paper • 2408.14176 • Published • 63 -
Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation
Paper • 2408.14819 • Published • 22 -
Distribution Backtracking Builds A Faster Convergence Trajectory for One-step Diffusion Distillation
Paper • 2408.15991 • Published • 16 -
CSGO: Content-Style Composition in Text-to-Image Generation
Paper • 2408.16766 • Published • 18 -
CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization
Paper • 2408.15914 • Published • 25 -
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers
Paper • 2408.17131 • Published • 11 -
LinFusion: 1 GPU, 1 Minute, 16K Image
Paper • 2409.02097 • Published • 35 -
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization
Paper • 2409.00492 • Published • 11 -
Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing
Paper • 2409.01322 • Published • 97 -
IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation
Paper • 2409.08240 • Published • 23 -
InstantDrag: Improving Interactivity in Drag-based Image Editing
Paper • 2409.08857 • Published • 34 -
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation
Paper • 2409.12576 • Published • 16 -
Imagine yourself: Tuning-Free Personalized Image Generation
Paper • 2409.13346 • Published • 71 -
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Paper • 2409.13690 • Published • 14 -
Improvements to SDXL in NovelAI Diffusion V3
Paper • 2409.15997 • Published • 13 -
Pixel-Space Post-Training of Latent Diffusion Models
Paper • 2409.17565 • Published • 22 -
OmniBooth: Learning Latent Control for Image Synthesis with Multi-modal Instruction
Paper • 2410.04932 • Published • 9 -
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
Paper • 2410.01699 • Published • 18 -
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Paper • 2410.07171 • Published • 44 -
Story-Adapter: A Training-free Iterative Framework for Long Story Visualization
Paper • 2410.06244 • Published • 19 -
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models
Paper • 2410.02416 • Published • 32 -
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models
Paper • 2410.08207 • Published • 19 -
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
Paper • 2410.08261 • Published • 52 -
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
Paper • 2410.07133 • Published • 19 -
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
Paper • 2410.10792 • Published • 31 -
Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices
Paper • 2410.11795 • Published • 18 -
Improving Long-Text Alignment for Text-to-Image Diffusion Models
Paper • 2410.11817 • Published • 15 -
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
Paper • 2410.13863 • Published • 38 -
VidPanos: Generative Panoramic Videos from Casual Panning Videos
Paper • 2410.13832 • Published • 13 -
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model
Paper • 2410.13925 • Published • 24 -
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
Paper • 2410.14672 • Published • 8 -
Scalable Ranked Preference Optimization for Text-to-Image Generation
Paper • 2410.18013 • Published • 15 -
Stable Consistency Tuning: Understanding and Improving Consistency Models
Paper • 2410.18958 • Published • 10 -
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Paper • 2410.18666 • Published • 19 -
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Paper • 2410.22366 • Published • 83 -
Constant Acceleration Flow
Paper • 2411.00322 • Published • 25 -
In-Context LoRA for Diffusion Transformers
Paper • 2410.23775 • Published • 11 -
Training-free Regional Prompting for Diffusion Transformers
Paper • 2411.02395 • Published • 26 -
Constrained Diffusion Implicit Models
Paper • 2411.00359 • Published • 6 -
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Paper • 2411.05007 • Published • 19 -
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
Paper • 2411.07232 • Published • 67 -
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
Paper • 2411.07199 • Published • 50 -
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
Paper • 2411.07126 • Published • 31 -
Watermark Anything with Localized Messages
Paper • 2411.07231 • Published • 22 -
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
Paper • 2411.07975 • Published • 31 -
Scaling Properties of Diffusion Models for Perceptual Tasks
Paper • 2411.08034 • Published • 13 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 77 -
Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
Paper • 2411.08954 • Published • 9 -
Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement
Paper • 2411.06558 • Published • 37 -
FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on
Paper • 2411.10499 • Published • 13 -
Continuous Speculative Decoding for Autoregressive Image Generation
Paper • 2411.11925 • Published • 16 -
Stylecodes: Encoding Stylistic Information For Image Generation
Paper • 2411.12811 • Published • 12 -
Generating Compositional Scenes via Text-to-image RGBA Instance Generation
Paper • 2411.10913 • Published • 4 -
Stable Flow: Vital Layers for Training-Free Image Editing
Paper • 2411.14430 • Published • 22 -
Style-Friendly SNR Sampler for Style-Driven Generation
Paper • 2411.14793 • Published • 40 -
OminiControl: Minimal and Universal Control for Diffusion Transformer
Paper • 2411.15098 • Published • 60 -
MyTimeMachine: Personalized Facial Age Transformation
Paper • 2411.14521 • Published • 22 -
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
Paper • 2411.15466 • Published • 39 -
One Diffusion to Generate Them All
Paper • 2411.16318 • Published • 31 -
Controllable Human Image Generation with Personalized Multi-Garments
Paper • 2411.16801 • Published • 4 -
ROICtrl: Boosting Instance Control for Visual Generation
Paper • 2411.17949 • Published • 88 -
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
Paper • 2411.17786 • Published • 12 -
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
Paper • 2411.17787 • Published • 12 -
Diffusion Self-Distillation for Zero-Shot Customized Image Generation
Paper • 2411.18616 • Published • 16 -
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis
Paper • 2411.17769 • Published • 7 -
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
Paper • 2411.16832 • Published • 2 -
TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models
Paper • 2411.18350 • Published • 29 -
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
Paper • 2411.18552 • Published • 18 -
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis
Paper • 2412.01819 • Published • 36 -
Art-Free Generative Models: Art Creation Without Graphic Art Knowledge
Paper • 2412.00176 • Published • 9 -
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance
Paper • 2412.02687 • Published • 114 -
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
Paper • 2412.03069 • Published • 35 -
LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relighting
Paper • 2412.00177 • Published • 7 -
A Noise is Worth Diffusion Guidance
Paper • 2412.03895 • Published • 31 -
Negative Token Merging: Image-based Adversarial Feature Guidance
Paper • 2412.01339 • Published • 23 -
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models
Paper • 2412.04146 • Published • 23 -
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
Paper • 2412.04431 • Published • 18 -
ZipAR: Accelerating Autoregressive Image Generation through Spatial Locality
Paper • 2412.04062 • Published • 9 -
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
Paper • 2412.04301 • Published • 39 -
PanoDreamer: 3D Panorama Synthesis from a Single Image
Paper • 2412.04827 • Published • 11 -
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 49 -
Hidden in the Noise: Two-Stage Robust Watermarking for Images
Paper • 2412.04653 • Published • 31 -
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 • 31 -
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
Paper • 2412.05148 • Published • 12 -
Learning Flow Fields in Attention for Controllable Person Image Generation
Paper • 2412.08486 • Published • 37 -
FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models
Paper • 2412.08629 • Published • 12 -
StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements
Paper • 2412.08503 • Published • 8 -
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
Paper • 2412.09618 • Published • 21 -
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
Paper • 2412.09619 • Published • 28 -
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 -
ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation
Paper • 2412.08645 • Published • 11 -
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing
Paper • 2412.07517 • Published • 11 -
FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers
Paper • 2412.09611 • Published • 10 -
BrushEdit: All-In-One Image Inpainting and Editing
Paper • 2412.10316 • Published • 36 -
ColorFlow: Retrieval-Augmented Image Sequence Colorization
Paper • 2412.11815 • Published • 26 -
Causal Diffusion Transformers for Generative Modeling
Paper • 2412.12095 • Published • 23 -
FashionComposer: Compositional Fashion Image Generation
Paper • 2412.14168 • Published • 16 -
ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers
Paper • 2412.12571 • Published • 8 -
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution
Paper • 2412.15213 • Published • 29 -
Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion
Paper • 2412.14462 • Published • 15 -
1.58-bit FLUX
Paper • 2412.18653 • Published • 84 -
The Superposition of Diffusion Models Using the Itô Density Estimator
Paper • 2412.17762 • Published • 13 -
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Paper • 2412.19712 • Published • 15 -
VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
Paper • 2412.20800 • Published • 10 -
DepthMaster: Taming Diffusion Models for Monocular Depth Estimation
Paper • 2501.02576 • Published • 15 -
MagicFace: High-Fidelity Facial Expression Editing with Action-Unit Control
Paper • 2501.02260 • Published • 5 -
The GAN is dead; long live the GAN! A Modern GAN Baseline
Paper • 2501.05441 • Published • 92 -
MangaNinja: Line Art Colorization with Precise Reference Following
Paper • 2501.08332 • Published • 60 -
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Paper • 2501.06751 • Published • 33 -
Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens
Paper • 2501.07730 • Published • 17 -
FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors
Paper • 2501.08225 • Published • 19 -
3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering
Paper • 2501.05131 • Published • 37 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper • 2501.09732 • Published • 72 -
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces
Paper • 2501.09756 • Published • 19 -
Textoon: Generating Vivid 2D Cartoon Characters from Text Descriptions
Paper • 2501.10020 • Published • 23 -
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space
Paper • 2501.12224 • Published • 48 -
GPS as a Control Signal for Image Generation
Paper • 2501.12390 • Published • 13 -
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
Paper • 2501.13926 • Published • 42 -
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
Paper • 2501.13554 • Published • 9 -
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Paper • 2403.14614 • Published • 4 -
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
Paper • 2406.18516 • Published • 3 -
Visual Generation Without Guidance
Paper • 2501.15420 • Published • 8 -
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Paper • 2501.18427 • Published • 20 -
Inverse Bridge Matching Distillation
Paper • 2502.01362 • Published • 28 -
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
Paper • 2502.01105 • Published • 20 -
Weak-to-Strong Diffusion with Reflection
Paper • 2502.00473 • Published • 23 -
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
Paper • 2502.03738 • Published • 11 -
Dual Caption Preference Optimization for Diffusion Models
Paper • 2502.06023 • Published • 9 -
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
Paper • 2502.08690 • Published • 44 -
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
Paper • 2502.09411 • Published • 20 -
Precise Parameter Localization for Textual Generation in Diffusion Models
Paper • 2502.09935 • Published • 12 -
Region-Adaptive Sampling for Diffusion Transformers
Paper • 2502.10389 • Published • 54 -
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
Paper • 2502.10458 • Published • 36 -
Diffusion Models without Classifier-free Guidance
Paper • 2502.12154 • Published • 7 -
PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data
Paper • 2502.14397 • Published • 42 -
One-step Diffusion Models with f-Divergence Distribution Matching
Paper • 2502.15681 • Published • 7 -
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
Paper • 2502.17157 • Published • 53 -
GCC: Generative Color Constancy via Diffusing a Color Checker
Paper • 2502.17435 • Published • 28 -
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Paper • 2502.18364 • Published • 36 -
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 • 15 -
LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation
Paper • 2502.18302 • Published • 5 -
GHOST 2.0: generative high-fidelity one shot transfer of heads
Paper • 2502.18417 • Published • 67 -
Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator
Paper • 2502.19204 • Published • 11 -
UniTok: A Unified Tokenizer for Visual Generation and Understanding
Paper • 2502.20321 • Published • 30 -
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think
Paper • 2502.20172 • Published • 28 -
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute
Paper • 2502.20126 • Published • 20 -
Training Consistency Models with Variational Noise Coupling
Paper • 2502.18197 • Published • 7 -
How far can we go with ImageNet for Text-to-Image generation?
Paper • 2502.21318 • Published • 26 -
RectifiedHR: Enable Efficient High-Resolution Image Generation via Energy Rectification
Paper • 2503.02537 • Published • 12 -
Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model
Paper • 2503.06141 • Published • 3 -
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment
Paper • 2503.07334 • Published • 16 -
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model
Paper • 2503.07703 • Published • 36 -
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
Paper • 2503.08619 • Published • 20 -
ObjectMover: Generative Object Movement with Video Prior
Paper • 2503.08037 • Published • 4 -
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space
Paper • 2503.09419 • Published • 6 -
CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing
Paper • 2503.10613 • Published • 79 -
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models
Paper • 2503.09669 • Published • 36 -
OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting
Paper • 2503.08677 • Published • 29 -
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
Paper • 2503.09641 • Published • 38 -
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
Paper • 2503.10614 • Published • 8 -
Autoregressive Image Generation with Randomized Parallel Decoding
Paper • 2503.10568 • Published • 8 -
Piece it Together: Part-Based Concepting with IP-Priors
Paper • 2503.10365 • Published • 8 -
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity
Paper • 2503.07677 • Published • 85 -
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models
Paper • 2503.12885 • Published • 44 -
Edit Transfer: Learning Image Editing via Vision In-Context Relations
Paper • 2503.13327 • Published • 29 -
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing
Paper • 2503.13434 • Published • 27 -
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation
Paper • 2503.13070 • Published • 9 -
GenStereo: Towards Open-World Generation of Stereo Images and Unsupervised Matching
Paper • 2503.12720 • Published • 4 -
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
Paper • 2503.12329 • Published • 25 -
Atlas: Multi-Scale Attention Improves Long Context Image Modeling
Paper • 2503.12355 • Published • 11 -
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
Paper • 2503.12271 • Published • 9 -
LEGION: Learning to Ground and Explain for Synthetic Image Detection
Paper • 2503.15264 • Published • 21 -
Scale-wise Distillation of Diffusion Models
Paper • 2503.16397 • Published • 40 -
DiffMoE: Dynamic Token Selection for Scalable Diffusion Transformers
Paper • 2503.14487 • Published • 27 -
Ultra-Resolution Adaptation with Ease
Paper • 2503.16322 • Published • 13 -
FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields
Paper • 2503.17095 • Published • 5 -
Single Image Iterative Subject-driven Generation and Editing
Paper • 2503.16025 • Published • 14 -
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models
Paper • 2503.18352 • Published • 6 -
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation
Paper • 2503.17735 • Published • 3 -
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing
Paper • 2503.19385 • Published • 33 -
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
Paper • 2503.14905 • Published • 20 -
Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
Paper • 2503.18446 • Published • 10 -
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models
Paper • 2503.20240 • Published • 22 -
LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis
Paper • 2503.21749 • Published • 26 -
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
Paper • 2503.21758 • Published • 21 -
Unified Multimodal Discrete Diffusion
Paper • 2503.20853 • Published • 9 -
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes
Paper • 2503.23461 • Published • 95 -
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
Paper • 2504.01934 • Published • 23 -
Boost Your Own Human Image Generation Model via Direct Preference Optimization with AI Feedback
Paper • 2405.20216 • Published • 22 -
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning
Paper • 2504.02949 • Published • 20 -
SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning
Paper • 2504.00396 • Published • 4 -
Concept Lancet: Image Editing with Compositional Representation Transplant
Paper • 2504.02828 • Published • 17 -
An Empirical Study of GPT-4o Image Generation Capabilities
Paper • 2504.05979 • Published • 62 -
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation
Paper • 2504.02160 • Published • 37 -
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model
Paper • 2504.05594 • Published • 12 -
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance
Paper • 2504.06232 • Published • 14 -
DDT: Decoupled Diffusion Transformer
Paper • 2504.05741 • Published • 73 -
Are We Done with Object-Centric Learning?
Paper • 2504.07092 • Published • 6 -
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning
Paper • 2504.07960 • Published • 48 -
Compass Control: Multi Object Orientation Control for Text-to-Image Generation
Paper • 2504.06752 • Published • 10 -
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation
Paper • 2504.08736 • Published • 47 -
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration
Paper • 2504.08591 • Published • 18 -
PixelFlow: Pixel-Space Generative Models with Flow
Paper • 2504.07963 • Published • 19 -
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL
Paper • 2504.11455 • Published • 14 -
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
Paper • 2504.09454 • Published • 12 -
Cobra: Efficient Line Art COlorization with BRoAder References
Paper • 2504.12240 • Published • 28 -
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers
Paper • 2504.10483 • Published • 21 -
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging
Paper • 2504.12364 • Published • 21 -
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework
Paper • 2504.12395 • Published • 17 -
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images
Paper • 2504.09621 • Published • 12 -
LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping
Paper • 2504.08902 • Published • 8 -
Personalized Text-to-Image Generation with Auto-Regressive Models
Paper • 2504.13162 • Published • 19 -
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Paper • 2504.16080 • Published • 15 -
DreamID: High-Fidelity and Fast diffusion-based Face Swapping via Triplet ID Group Learning
Paper • 2504.14509 • Published • 50 -
DreamO: A Unified Framework for Image Customization
Paper • 2504.16915 • Published • 24 -
Step1X-Edit: A Practical Framework for General Image Editing
Paper • 2504.17761 • Published • 88 -
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation
Paper • 2504.17502 • Published • 54 -
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Paper • 2504.17789 • Published • 23 -
Boosting Generative Image Modeling via Joint Image-Feature Synthesis
Paper • 2504.16064 • Published • 14 -
RepText: Rendering Visual Text via Replicating
Paper • 2504.19724 • Published • 30 -
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
Paper • 2504.20690 • Published • 18 -
PixelHacker: Image Inpainting with Structural and Semantic Consistency
Paper • 2504.20438 • Published • 40 -
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Paper • 2505.02370 • Published • 12 -
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing
Paper • 2505.02823 • Published • 5 -
Flow-GRPO: Training Flow Matching Models via Online RL
Paper • 2505.05470 • Published • 61