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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
EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba
ICCV 2025
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models
ICCV 2025
DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering
ICCV 2025
SDMatte: Grafting Diffusion Models for Interactive Matting
ICCV 2025
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
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
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
ICCV 2025
Aligning Global Semantics and Local Textures in Generative Video Enhancement
ICCV 2025
StreamDiffusion: A Pipeline-level Solution for Real-Time Interactive Generation
ICCV 2025
Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions
ICCV 2025
Toward Better Out-painting: Improving the Image Composition with Initialization Policy Model
ICCV 2025
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability
ICCV 2025
GameFactory: Creating New Games with Generative Interactive Videos
ICCV 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation
ICCV 2025
DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate
ICCV 2025
TurboVSR: Fantastic Video Upscalers and Where to Find Them
ICCV 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
ICCV 2025
NeurOp-Diff: Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion
ICCV 2025
DiffSim: Taming Diffusion Models for Evaluating Visual Similarity
ICCV 2025
InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity
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
CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models
ICCV 2025
GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation
ICCV 2025
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