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Diffusion Models

4342 directly classified papers

Papers per year

Papers

ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026

Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss WACV 2026

A Unified Diffusion-Based Framework for Multi-Agent Trajectory Prediction Integrating Structured Multi-Modal Representations WACV 2026

ViSTA: Visual Storytelling using Multi-modal Adapters for Text-to-Image Diffusion Models WACV 2026

Diffusion-Based Action Recognition Generalizes to Untrained Domains WACV 2026

NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction WACV 2026

Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026

SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026

MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging WACV 2026

2S-CEDiff: A Two-Stage Diffusion Framework for Generating High-Fidelity Contrast-Enhanced CT Images from Non-Contrast Scans WACV 2026

Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026

Conditional Text-to-Image Generation with Reference Guidance WACV 2026

VideoSketcher: A Training-Free Approach for Coherent Video Sketch Transfer WACV 2026

Color Bind: Exploring Color Perception in Text-to-Image Models WACV 2026

Efficient Text-Guided Convolutional Adapter for the Diffusion Model WACV 2026

DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing WACV 2026

Accelerated Dose Generation in Gamma Knife Radiosurgery Using a Wavelet Diffusion Model for Sparse Representation WACV 2026

SCAdapter: Content-Style Disentanglement for Diffusion Style Transfer WACV 2026

Equivariant Sampling for Improving Diffusion Model-based Image Restoration WACV 2026

DICE: Discrete Inversion Enabling Controllable Editing for Masked Generative Models WACV 2026

DPBridge: Latent Diffusion Bridge for Dense Prediction WACV 2026

Not Like Transformers: Drop the Beat Representation for Dance Generation with Mamba-Based Diffusion Model WACV 2026

Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping WACV 2026

Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026

A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization WACV 2026