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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising NIPS 2024
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models NIPS 2024
Score-Optimal Diffusion Schedules NIPS 2024
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation NIPS 2024
GenRec: Unifying Video Generation and Recognition with Diffusion Models NIPS 2024
DeBaRA: Denoising-Based 3D Room Arrangement Generation NIPS 2024
Bridging Geometric States via Geometric Diffusion Bridge NIPS 2024
Estimating Epistemic and Aleatoric Uncertainty with a Single Model NIPS 2024
Trajectory Diffusion for ObjectGoal Navigation NIPS 2024
SegVol: Universal and Interactive Volumetric Medical Image Segmentation NIPS 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NIPS 2024
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks NIPS 2024
DiffSF: Diffusion Models for Scene Flow Estimation NIPS 2024
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective NIPS 2024
Prediction with Action: Visual Policy Learning via Joint Denoising Process NIPS 2024
FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation NIPS 2024
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NIPS 2024
One-Step Diffusion Distillation through Score Implicit Matching NIPS 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing NIPS 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis NIPS 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs NIPS 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models NIPS 2024
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation NIPS 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models NIPS 2024
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization NIPS 2024