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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
ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model
WACV 2025
LayerAnimate: Layer-level Control for Animation
ICCV 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation
ICCV 2025
FVGen: Accelerating Novel-View Synthesis with Adversarial Video Diffusion Distillation
ICCV 2025
FlexGen: Flexible Multi-View Generation from Text and Image Inputs
ICCV 2025
SummDiff: Generative Modeling of Video Summarization with Diffusion
ICCV 2025
FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems
ICCV 2025
OminiControl: Minimal and Universal Control for Diffusion Transformer
ICCV 2025
AIComposer: Any Style and Content Image Composition via Feature Integration
ICCV 2025
Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting
ICCV 2025
Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching
ICCV 2025
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency
ICCV 2025
MoFRR: Mixture of Diffusion Models for Face Retouching Restoration
ICCV 2025
UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation
ICCV 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
ICCV 2025
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis
ICCV 2025
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
ICCV 2025
Exploiting Diffusion Prior for Task-driven Image Restoration
ICCV 2025
RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather
ICCV 2025
DDB: Diffusion Driven Balancing to Address Spurious Correlations
ICCV 2025
Golden Noise for Diffusion Models: A Learning Framework
ICCV 2025
ConsistentCity: Semantic Flow-guided Occupancy DiT for Temporally Consistent Driving Scene Synthesis
ICCV 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion
ICCV 2025
REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents
ICCV 2025
From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning
ICCV 2025
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