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Diffusion Models

4,342 papers

Papers per year

Papers

Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
VideoTetris: Towards Compositional Text-to-Video Generation NIPS 2024
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NIPS 2024
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NIPS 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model NIPS 2024
How to Use Diffusion Priors under Sparse Views? NIPS 2024
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering NIPS 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NIPS 2024
Binarized Diffusion Model for Image Super-Resolution NIPS 2024
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training NIPS 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NIPS 2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training NIPS 2024
Stylus: Automatic Adapter Selection for Diffusion Models NIPS 2024
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation NIPS 2024
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance NIPS 2024
Rethinking Score Distillation as a Bridge Between Image Distributions NIPS 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models NIPS 2024
MotionBooth: Motion-Aware Customized Text-to-Video Generation NIPS 2024
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NIPS 2024
Blind Image Restoration via Fast Diffusion Inversion NIPS 2024
Multistable Shape from Shading Emerges from Patch Diffusion NIPS 2024
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models NIPS 2024
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NIPS 2024
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models NIPS 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition NIPS 2024