Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Paper
• 2312.09608 • Published
• 16
Diffusion
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CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 74 -
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image
Paper • 2310.17994 • Published • 8 -
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss
Paper • 2401.02677 • Published • 25 -
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
Paper • 2401.05252 • Published • 49 -
InstantID: Zero-shot Identity-Preserving Generation in Seconds
Paper • 2401.07519 • Published • 57 -
Towards A Better Metric for Text-to-Video Generation
Paper • 2401.07781 • Published • 15 -
Quantum Denoising Diffusion Models
Paper • 2401.07049 • Published • 15 -
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers
Paper • 2401.08740 • Published • 14 -
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
Paper • 2401.09962 • Published • 9 -
DiffusionGPT: LLM-Driven Text-to-Image Generation System
Paper • 2401.10061 • Published • 32 -
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation
Paper • 2312.02201 • Published • 35 -
Clockwork Diffusion: Efficient Generation With Model-Step Distillation
Paper • 2312.08128 • Published • 13 -
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
Paper • 2401.11708 • Published • 30 -
Lumiere: A Space-Time Diffusion Model for Video Generation
Paper • 2401.12945 • Published • 87 -
Large-scale Reinforcement Learning for Diffusion Models
Paper • 2401.12244 • Published • 29 -
Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All
Paper • 2401.13795 • Published • 68 -
Deconstructing Denoising Diffusion Models for Self-Supervised Learning
Paper • 2401.14404 • Published • 18 -
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
Paper • 2401.13974 • Published • 14 -
Transfer Learning for Text Diffusion Models
Paper • 2401.17181 • Published • 17 -
Training-Free Consistent Text-to-Image Generation
Paper • 2402.03286 • Published • 67 -
Diffusion World Model
Paper • 2402.03570 • Published • 8 -
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space
Paper • 2402.05195 • Published • 19 -
Implicit Diffusion: Efficient Optimization through Stochastic Sampling
Paper • 2402.05468 • Published • 6 -
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation
Paper • 2402.10210 • Published • 35 -
Rolling Diffusion Models
Paper • 2402.09470 • Published • 13 -
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
Paper • 2402.09812 • Published • 16 -
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation
Paper • 2402.10491 • Published • 17 -
FiT: Flexible Vision Transformer for Diffusion Model
Paper • 2402.12376 • Published • 48 -
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation
Paper • 2402.11929 • Published • 11 -
Neural Network Diffusion
Paper • 2402.13144 • Published • 100 -
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction
Paper • 2402.12712 • Published • 18 -
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Paper • 2402.13929 • Published • 27 -
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
Paper • 2402.14167 • Published • 11 -
Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation
Paper • 2402.17245 • Published • 11 -
Trajectory Consistency Distillation
Paper • 2402.19159 • Published • 16 -
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
Paper • 2402.19481 • Published • 22 -
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
Paper • 2403.00483 • Published • 16 -
StableDrag: Stable Dragging for Point-based Image Editing
Paper • 2403.04437 • Published • 27 -
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
Paper • 2403.04692 • Published • 40 -
Pix2Gif: Motion-Guided Diffusion for GIF Generation
Paper • 2403.04634 • Published • 17 -
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
Paper • 2403.12015 • Published • 70 -
AnimateDiff-Lightning: Cross-Model Diffusion Distillation
Paper • 2403.12706 • Published • 18 -
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation
Paper • 2403.16990 • Published • 25 -
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper • 2403.16627 • Published • 22 -
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing
Paper • 2403.18605 • Published • 11 -
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
Paper • 2404.01367 • Published • 22 -
On the Scalability of Diffusion-based Text-to-Image Generation
Paper • 2404.02883 • Published • 19 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 22 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 13 -
Freditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition
Paper • 2404.02514 • Published • 11 -
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
Paper • 2404.02905 • Published • 74 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 35 -
ByteEdit: Boost, Comply and Accelerate Generative Image Editing
Paper • 2404.04860 • Published • 25 -
UniFL: Improve Stable Diffusion via Unified Feedback Learning
Paper • 2404.05595 • Published • 24 -
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion
Paper • 2404.04544 • Published • 23 -
Aligning Diffusion Models by Optimizing Human Utility
Paper • 2404.04465 • Published • 15 -
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models
Paper • 2404.04478 • Published • 13 -
SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing
Paper • 2404.05717 • Published • 26 -
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion
Paper • 2404.07199 • Published • 27 -
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
Paper • 2404.09967 • Published • 21 -
Long-form music generation with latent diffusion
Paper • 2404.10301 • Published • 27 -
EdgeFusion: On-Device Text-to-Image Generation
Paper • 2404.11925 • Published • 23 -
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 • 23 -
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
Paper • 2404.16820 • Published • 17 -
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
Paper • 2404.19752 • Published • 24 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 56 -
Customizing Text-to-Image Models with a Single Image Pair
Paper • 2405.01536 • Published • 22 -
Diffusion for World Modeling: Visual Details Matter in Atari
Paper • 2405.12399 • Published • 30 -
EM Distillation for One-step Diffusion Models
Paper • 2405.16852 • Published • 12 -
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
Paper • 2405.21048 • Published • 16 -
Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step
Paper • 2406.04314 • Published • 30 -
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Paper • 2406.04333 • Published • 38 -
MLCM: Multistep Consistency Distillation of Latent Diffusion Model
Paper • 2406.05768 • Published • 13 -
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
Paper • 2406.06911 • Published • 12 -
Interpreting the Weight Space of Customized Diffusion Models
Paper • 2406.09413 • Published • 20 -
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models
Paper • 2406.09416 • Published • 29 -
Make It Count: Text-to-Image Generation with an Accurate Number of Objects
Paper • 2406.10210 • Published • 78 -
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
Paper • 2406.11831 • Published • 22 -
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
Paper • 2406.12042 • Published • 8 -
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
Paper • 2406.12303 • Published • 4 -
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
Paper • 2406.14539 • Published • 27 -
Repulsive Score Distillation for Diverse Sampling of Diffusion Models
Paper • 2406.16683 • Published • 4 -
Aligning Diffusion Models with Noise-Conditioned Perception
Paper • 2406.17636 • Published • 27 -
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
Paper • 2407.01392 • Published • 44 -
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models
Paper • 2407.06938 • Published • 25 -
Video Diffusion Alignment via Reward Gradients
Paper • 2407.08737 • Published • 49 -
MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Paper • 2407.08083 • Published • 32 -
Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models
Paper • 2407.08701 • Published • 13 -
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection
Paper • 2406.00856 • Published • 12 -
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model
Paper • 2407.16982 • Published • 42 -
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
Paper • 2407.17952 • Published • 32 -
Diffusion Feedback Helps CLIP See Better
Paper • 2407.20171 • Published • 36 -
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
Paper • 2407.20798 • Published • 24 -
Tora: Trajectory-oriented Diffusion Transformer for Video Generation
Paper • 2407.21705 • Published • 27 -
TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models
Paper • 2408.00735 • Published • 16 -
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
Paper • 2408.00760 • Published • 7 -
ProCreate, Dont Reproduce! Propulsive Energy Diffusion for Creative Generation
Paper • 2408.02226 • Published • 11 -
An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion
Paper • 2408.03178 • Published • 40 -
Diffusion Models as Data Mining Tools
Paper • 2408.02752 • Published • 15 -
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 175 -
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
Paper • 2408.04594 • Published • 14 -
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
Paper • 2407.10973 • Published • 11 -
Visual Text Generation in the Wild
Paper • 2407.14138 • Published • 9 -
Imagen 3
Paper • 2408.07009 • Published • 62 -
DC3DO: Diffusion Classifier for 3D Objects
Paper • 2408.06693 • Published • 11 -
Generative Photomontage
Paper • 2408.07116 • Published • 20