Instruct-Imagen: Image Generation with Multi-modal Instruction
Paper • 2401.01952 • Published • 31
Diffusion Models
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ODIN: A Single Model for 2D and 3D Perception
Paper • 2401.02416 • Published • 13 -
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
Paper • 2404.01367 • Published • 22 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 13 -
PointInfinity: Resolution-Invariant Point Diffusion Models
Paper • 2404.03566 • Published • 16 -
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Paper • 2404.07987 • Published • 48 -
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
Paper • 2404.09967 • Published • 21 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 23 -
Semantica: An Adaptable Image-Conditioned Diffusion Model
Paper • 2405.14857 • Published • 11 -
Improved Distribution Matching Distillation for Fast Image Synthesis
Paper • 2405.14867 • Published • 15 -
Phased Consistency Model
Paper • 2405.18407 • Published • 48 -
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Paper • 2403.03206 • Published • 71 -
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
Paper • 2405.21048 • Published • 16 -
4Diffusion: Multi-view Video Diffusion Model for 4D Generation
Paper • 2405.20674 • Published • 15 -
Learning Temporally Consistent Video Depth from Video Diffusion Priors
Paper • 2406.01493 • Published • 23 -
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Paper • 2406.04333 • Published • 38 -
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation
Paper • 2406.02347 • Published • 3 -
Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step
Paper • 2406.04314 • Published • 30 -
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models
Paper • 2406.09416 • Published • 29 -
Interpreting the Weight Space of Customized Diffusion Models
Paper • 2406.09413 • Published • 20 -
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
Paper • 2406.14130 • Published • 10 -
Rolling Diffusion Models
Paper • 2402.09470 • Published • 13 -
ControlNeXt: Powerful and Efficient Control for Image and Video Generation
Paper • 2408.06070 • Published • 55 -
Imagen 3
Paper • 2408.07009 • Published • 62 -
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Paper • 2310.16834 • Published • 5 -
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Paper • 2408.11039 • Published • 63 -
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models
Paper • 2411.18613 • Published • 59 -
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance
Paper • 2412.02687 • Published • 113 -
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Paper • 2312.09608 • Published • 16 -
Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation
Paper • 2504.02542 • Published • 52