Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Paper
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2312.09608
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Published
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13
Diffusion
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CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 68 -
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image
Paper • 2310.17994 • Published • 7 -
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss
Paper • 2401.02677 • Published • 21 -
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
Paper • 2401.05252 • Published • 43 -
InstantID: Zero-shot Identity-Preserving Generation in Seconds
Paper • 2401.07519 • Published • 49 -
Towards A Better Metric for Text-to-Video Generation
Paper • 2401.07781 • Published • 13 -
Quantum Denoising Diffusion Models
Paper • 2401.07049 • Published • 12 -
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers
Paper • 2401.08740 • Published • 10 -
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
Paper • 2401.09962 • Published • 6 -
DiffusionGPT: LLM-Driven Text-to-Image Generation System
Paper • 2401.10061 • Published • 26 -
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation
Paper • 2312.02201 • Published • 30 -
Clockwork Diffusion: Efficient Generation With Model-Step Distillation
Paper • 2312.08128 • Published • 11 -
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
Paper • 2401.11708 • Published • 27 -
Lumiere: A Space-Time Diffusion Model for Video Generation
Paper • 2401.12945 • Published • 82 -
Large-scale Reinforcement Learning for Diffusion Models
Paper • 2401.12244 • Published • 27 -
Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All
Paper • 2401.13795 • Published • 64 -
Deconstructing Denoising Diffusion Models for Self-Supervised Learning
Paper • 2401.14404 • Published • 16 -
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
Paper • 2401.13974 • Published • 11 -
Transfer Learning for Text Diffusion Models
Paper • 2401.17181 • Published • 14 -
Training-Free Consistent Text-to-Image Generation
Paper • 2402.03286 • Published • 61 -
Diffusion World Model
Paper • 2402.03570 • Published • 7 -
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space
Paper • 2402.05195 • Published • 16 -
Implicit Diffusion: Efficient Optimization through Stochastic Sampling
Paper • 2402.05468 • Published • 5 -
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation
Paper • 2402.10210 • Published • 28 -
Rolling Diffusion Models
Paper • 2402.09470 • Published • 8 -
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
Paper • 2402.09812 • Published • 11 -
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation
Paper • 2402.10491 • Published • 15 -
FiT: Flexible Vision Transformer for Diffusion Model
Paper • 2402.12376 • Published • 46 -
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation
Paper • 2402.11929 • Published • 9 -
Neural Network Diffusion
Paper • 2402.13144 • Published • 92 -
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction
Paper • 2402.12712 • Published • 13 -
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Paper • 2402.13929 • Published • 24 -
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
Paper • 2402.14167 • Published • 8 -
Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation
Paper • 2402.17245 • Published • 10 -
Trajectory Consistency Distillation
Paper • 2402.19159 • Published • 11 -
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
Paper • 2402.19481 • Published • 16 -
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
Paper • 2403.00483 • Published • 8 -
StableDrag: Stable Dragging for Point-based Image Editing
Paper • 2403.04437 • Published • 23 -
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
Paper • 2403.04692 • Published • 35 -
Pix2Gif: Motion-Guided Diffusion for GIF Generation
Paper • 2403.04634 • Published • 12 -
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
Paper • 2403.12015 • Published • 60 -
AnimateDiff-Lightning: Cross-Model Diffusion Distillation
Paper • 2403.12706 • Published • 17 -
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation
Paper • 2403.16990 • Published • 24 -
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper • 2403.16627 • Published • 20 -
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing
Paper • 2403.18605 • Published • 5 -
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
Paper • 2404.01367 • Published • 19 -
On the Scalability of Diffusion-based Text-to-Image Generation
Paper • 2404.02883 • Published • 17 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 19 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 11 -
Freditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition
Paper • 2404.02514 • Published • 9 -
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
Paper • 2404.02905 • Published • 59 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 28 -
ByteEdit: Boost, Comply and Accelerate Generative Image Editing
Paper • 2404.04860 • Published • 24 -
UniFL: Improve Stable Diffusion via Unified Feedback Learning
Paper • 2404.05595 • Published • 20 -
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion
Paper • 2404.04544 • Published • 20 -
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 -
SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing
Paper • 2404.05717 • Published • 23 -
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion
Paper • 2404.07199 • Published • 21 -
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
Paper • 2404.09967 • Published • 20 -
Long-form music generation with latent diffusion
Paper • 2404.10301 • Published • 22 -
EdgeFusion: On-Device Text-to-Image Generation
Paper • 2404.11925 • Published • 19 -
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
Paper • 2404.13686 • Published • 25 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 21 -
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
Paper • 2404.16820 • Published • 15 -
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
Paper • 2404.19752 • Published • 16 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 37 -
Customizing Text-to-Image Models with a Single Image Pair
Paper • 2405.01536 • Published • 13