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No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
Paper • 2404.04125 • Published • 27 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 33 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 11 -
3D Congealing: 3D-Aware Image Alignment in the Wild
Paper • 2404.02125 • Published • 7
Collections
Discover the best community collections!
Collections including paper arxiv:2404.04544
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Improving Text-to-Image Consistency via Automatic Prompt Optimization
Paper • 2403.17804 • Published • 16 -
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation
Paper • 2403.16990 • Published • 25 -
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
Paper • 2404.01197 • Published • 30 -
Condition-Aware Neural Network for Controlled Image Generation
Paper • 2404.01143 • Published • 11
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Exploiting Diffusion Prior for Real-World Image Super-Resolution
Paper • 2305.07015 • Published • 4 -
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach
Paper • 2310.12004 • Published • 2 -
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
Paper • 2401.13627 • Published • 72 -
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation
Paper • 2312.12491 • Published • 69
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Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Paper • 2312.09608 • Published • 13 -
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 69 -
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 • 21
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One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning
Paper • 2306.07967 • Published • 24 -
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
Paper • 2306.07954 • Published • 113 -
TryOnDiffusion: A Tale of Two UNets
Paper • 2306.08276 • Published • 73 -
Seeing the World through Your Eyes
Paper • 2306.09348 • Published • 33