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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion AAAI 2026

FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation AAAI 2026

Mitigating Error Accumulation in Co-Speech Motion Generation via Global Rotation Diffusion and Multi-Level Constraints AAAI 2026

Monte Carlo Diffusion for Generalizable Learning-Based RANSAC AAAI 2026

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation AAAI 2026

D3-RSMDE: 40× Faster and High-Fidelity Remote Sensing Monocular Depth Estimation AAAI 2026

PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling AAAI 2026

GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution AAAI 2026

Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data AAAI 2026

DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation AAAI 2026

Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework AAAI 2026

Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion AAAI 2026

Realism Control One-step Diffusion for Real-world Image Super Resolution AAAI 2026

OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding AAAI 2026

3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026

Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026

MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video AAAI 2026

Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal AAAI 2026

OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization AAAI 2026

Gait Recognition via Collaborating Discriminative and Generative Diffusion Models AAAI 2026

Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation AAAI 2026

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion AAAI 2026

DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion AAAI 2026

RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation AAAI 2026

CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis AAAI 2026