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Diffusion Models

4342 directly classified papers

Papers per year

Papers

A-FloPS: Accelerating Diffusion Models via Adaptive Flow Path Sampler AAAI 2026
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026
DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026
Difficulty-Aware Learning Curve Extrapolation AAAI 2026
RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation AAAI 2026
Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering AAAI 2026
ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration AAAI 2026
Extendable Planning via Multiscale Diffusion AAAI 2026
Diffusion Model Based Signal Recovery Under 1-Bit Quantization AAAI 2026
Demystifying Foreground-Background Memorization in Diffusion Models AAAI 2026
SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting AAAI 2026
Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes AAAI 2026
SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics AAAI 2026
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026
Enhancing the Knowledge Tracing via a Plug-In Guided Diffusion Model AAAI 2026
H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026
Learning Diffusion Policy from Primitive Skills for Robot Manipulation AAAI 2026
DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026
MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation AAAI 2026
ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver AAAI 2026
LatentVLA: Taming Latent Space for Generalizable and Long-Horizon Bimanual Manipulation AAAI 2026
ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation AAAI 2026
Indoor Multi-View Radar Object Detection via 3D Bounding Box Diffusion AAAI 2026
RaLD: Generating High-Resolution 3D Radar Point Clouds with Latent Diffusion AAAI 2026
DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026