Picture for Pietro Lio

Pietro Lio

Debiasing Guidance for Discrete Diffusion with Sequential Monte Carlo

Add code
Feb 10, 2025
Viaarxiv icon

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis

Add code
Dec 22, 2024
Viaarxiv icon

Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes

Add code
Oct 18, 2024
Figure 1 for Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes
Figure 2 for Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes
Figure 3 for Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes
Figure 4 for Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes
Viaarxiv icon

Bayesian Binary Search

Add code
Oct 02, 2024
Viaarxiv icon

GenRec: Generative Personalized Sequential Recommendation

Add code
Jul 30, 2024
Figure 1 for GenRec: Generative Personalized Sequential Recommendation
Figure 2 for GenRec: Generative Personalized Sequential Recommendation
Figure 3 for GenRec: Generative Personalized Sequential Recommendation
Figure 4 for GenRec: Generative Personalized Sequential Recommendation
Viaarxiv icon

Evaluating representation learning on the protein structure universe

Add code
Jun 19, 2024
Viaarxiv icon

ZeroPur: Succinct Training-Free Adversarial Purification

Add code
Jun 05, 2024
Figure 1 for ZeroPur: Succinct Training-Free Adversarial Purification
Figure 2 for ZeroPur: Succinct Training-Free Adversarial Purification
Figure 3 for ZeroPur: Succinct Training-Free Adversarial Purification
Figure 4 for ZeroPur: Succinct Training-Free Adversarial Purification
Viaarxiv icon

DEFT: Efficient Finetuning of Conditional Diffusion Models by Learning the Generalised $h$-transform

Add code
Jun 03, 2024
Viaarxiv icon

The Explanation Necessity for Healthcare AI

Add code
May 31, 2024
Figure 1 for The Explanation Necessity for Healthcare AI
Figure 2 for The Explanation Necessity for Healthcare AI
Figure 3 for The Explanation Necessity for Healthcare AI
Viaarxiv icon

Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification

Add code
May 29, 2024
Figure 1 for Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification
Figure 2 for Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification
Viaarxiv icon