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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
DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech
AAAI 2025
DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis
AAAI 2025
Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion
AAAI 2025
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
AAAI 2025
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation
AAAI 2025
PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery
AAAI 2025
Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models
AAAI 2025
DiffCorr: Conditional Diffusion Model with Reliable Pseudo-Label Guidance for Unsupervised Point Cloud Shape Correspondence
AAAI 2025
Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models
AAAI 2025
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration
AAAI 2025
Latent Diffusion-Enhanced Virtual Try-On via Optimized Pseudo-Label Generation
AAAI 2025
A Diffusion-Based Framework for Occluded Object Movement
AAAI 2025
CoSDA: Enhancing the Robustness of Inversion-based Generative Image Watermarking Framework
AAAI 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation
AAAI 2025
DiT4Edit: Diffusion Transformer for Image Editing
AAAI 2025
Simplifying Control Mechanism in Text-to-Image Diffusion Models
AAAI 2025
Auto-Regressive Diffusion for Generating 3D Human-Object Interactions
AAAI 2025
OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer
AAAI 2025
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching
AAAI 2025
Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net
AAAI 2025
DuMo: Dual Encoder Modulation Network for Precise Concept Erasure
AAAI 2025
AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting
AAAI 2025
ID-Sculpt: ID-aware 3D Head Generation from Single In-the-wild Portrait Image
AAAI 2025
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation
AAAI 2025
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement
AAAI 2025
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