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Methodology
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Deep Learning
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Diffusion Models
4342 directly classified papers
Papers per year
2010: 1
2015: 2
2016: 1
2018: 2
2019: 5
2020: 15
2021: 28
2022: 85
2023: 687
2024: 1279
2025: 1778
2026: 459
Papers
Unleashing Vecset Diffusion Model for Fast Shape Generation
ICCV 2025
Semantic-Space-Intervened Diffusive Alignment for Visual Classification
IJCAI 2025
CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models
ICCV 2025
LUSD: Localized Update Score Distillation for Text-Guided Image Editing
ICCV 2025
GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers
IJCAI 2025
Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think
CVPR 2025
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
CVPR 2025
DiffSim: Taming Diffusion Models for Evaluating Visual Similarity
ICCV 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
ICCV 2025
DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
CVPR 2025
DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate
ICCV 2025
GameFactory: Creating New Games with Generative Interactive Videos
ICCV 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
CVPR 2025
Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression
CVPR 2025
Toward Better Out-painting: Improving the Image Composition with Initialization Policy Model
ICCV 2025
StreamDiffusion: A Pipeline-level Solution for Real-Time Interactive Generation
ICCV 2025
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation
CVPR 2025
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
ICCV 2025
FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment
ICCV 2025
Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model
CVPR 2025
Autoregressive Distillation of Diffusion Transformers
CVPR 2025
MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation
CVPR 2025
Consistent and Controllable Image Animation with Motion Diffusion Models
CVPR 2025
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors
AAAI 2025
SDMatte: Grafting Diffusion Models for Interactive Matting
ICCV 2025
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