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Methodology
← Models
Deep Learning
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Models
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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
See Further When Clear: Curriculum Consistency Model
CVPR 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation
CVPR 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models
CVPR 2025
STDD: Spatio-Temporal Dual Diffusion for Video Generation
CVPR 2025
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces
CVPR 2025
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models
CVPR 2025
MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics
ICCV 2025
TryOn-Refiner: Conditional Rectified-flow-based TryOn Refiner for More Accurate Detail Reconstruction
ICCV 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
CVPR 2025
DiffPCI: Large Motion Point Cloud frame Interpolation with Diffusion Model
ICCV 2025
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis
ICCV 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting
ICCV 2025
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization
ICCV 2025
LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering
ICCV 2025
LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization
ICCV 2025
Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal
ICCV 2025
AnyPortal: Zero-Shot Consistent Video Background Replacement
ICCV 2025
Scene Coordinate Reconstruction Priors
ICCV 2025
Balanced Image Stylization with Style Matching Score
ICCV 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin
ICCV 2025
SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation
ICCV 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
ICCV 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling
CVPR 2025
TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
CVPR 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset
CVPR 2025
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