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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes AAAI 2026
K-ProtoDiff: Key Prototypes-Guided Diffusion for Time Series Generation AAAI 2026
Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning AAAI 2026
Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026
Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models AAAI 2026
DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026
Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation AAAI 2026
Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning AAAI 2026
OT-ALD: Aligning Latent Distributions with Optimal Transport for Accelerated Image-to-Image Translation AAAI 2026
Hybrid Layout Control for Diffusion Transformer: Fewer Annotations, Superior Aesthetics ICCV 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025
SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models ICCV 2025
ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation CVPR 2025
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion CVPR 2025
Unlocking the Potential of Diffusion Priors in Blind Face Restoration ICCV 2025
Improved Noise Schedule for Diffusion Training ICCV 2025
The Art of Deception: Color Visual Illusions and Diffusion Models CVPR 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene CVPR 2025
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts ICCV 2025
MET3R: Measuring Multi-View Consistency in Generated Images CVPR 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data CVPR 2025
Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects CVPR 2025
ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection CVPR 2025