Stefano Ermon

22

Papers

680

Total Citations

Papers (22)

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

HIVE: Harnessing Human Feedback for Instructional Visual Editing

Inductive Moment Matching

Energy-Based Diffusion Language Models for Text Generation

TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data

DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling

Personalized Preference Fine-tuning of Diffusion Models

Data Unlearning in Diffusion Models

Exploring Diffusion Transformer Designs via Grafting

NeurIPS 2025arXiv

Smooth Interpolation for Improved Discrete Graph Generative Models

Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints

CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Large Language Models are Geographically Biased

State-Free Inference of State-Space Models: The Transfer Function Approach

Mechanistic Design and Scaling of Hybrid Architectures

Equivariant Graph Neural Operator for Modeling 3D Dynamics

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Diffusion Model Alignment Using Direct Preference Optimization

Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data

On the Scalability of Diffusion-based Text-to-Image Generation

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution