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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models AAAI 2026
Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026
SCORE: Semantic Collage by Optimizing Rendered Elements AAAI 2026
IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes AAAI 2026
Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026
AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026
EvDiff3D: Event-Aware Diffusion Repair for High-Fidelity Event-Based 3D Reconstruction AAAI 2026
Human-Centric Video Generation via Collaborative Multi-Modal Conditioning AAAI 2026
Unsupervised Multi-View Visual Anomaly Detection via Progressive Homography-Guided Alignment AAAI 2026
ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026
O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing AAAI 2026
LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer AAAI 2026
GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation AAAI 2026
AnchorHOI: Zero-shot Generation of 4D Human-Object Interaction via Anchor-based Prior Distillation AAAI 2026
One-Shot Refiner: Boosting Feed-forward Novel View Synthesis via One-Step Diffusion AAAI 2026
MDiff4STR: Mask Diffusion Model for Scene Text Recognition AAAI 2026
From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception AAAI 2026
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation AAAI 2026
A Geometric Perspective on Optimizing Vector Quantized Latent Diffusion Model for Image Restoration AAAI 2026
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026
Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings AAAI 2026
Dereflection Any Image with Diffusion Priors and Diversified Data AAAI 2026
An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026
FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus AAAI 2026
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation AAAI 2026