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Diffusion Models

4342 directly classified papers

Papers per year

Papers

SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis AAAI 2026
Anchor Watermark: Robust Attribution for Diffusion-based Text-to-Audio Model AAAI 2026
Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation AAAI 2026
DeNC++: Efficient Diffusion-Enhanced Neural Codec for End-to-end Semantic Streaming at the Edge AAAI 2026
Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising AAAI 2026
Diffusion-calibrated Continual Test-time Adaptation AAAI 2026
Generating Risky Samples with Conformity Constraints via Diffusion Models AAAI 2026
PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation AAAI 2026
VEDA: Generation of 3D Molecules via Variance-Exploding Diffusion with Annealing AAAI 2026
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge AAAI 2026
Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026
Unsupervised Single-Channel Audio Separation with Diffusion Source Priors AAAI 2026
Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields AAAI 2026
Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation AAAI 2026
Fine-flow Distilling Coarse-flow Video Generation for Long-Term Driving World Model AAAI 2026
OT-ALD: Aligning Latent Distributions with Optimal Transport for Accelerated Image-to-Image Translation AAAI 2026
MoE-Guided Graph Diffusion for Oriented Molecule Design 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
Full-Atom Peptide Design via Riemannian–Euclidean Bayesian Flow Networks AAAI 2026
Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026
Efficient Diffusion Planning with Temporal Diffusion AAAI 2026
Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026
Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026
Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026