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Gianni Franchi

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

10

papers

218

total citations

papers (10)

Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement

TRADI: Tracking Deep Neural network Weight Distributions

NECO: NEural Collapse Based Out-of-distribution detection

Latent Discriminant Deterministic Uncertainty

Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models

Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It

Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation

Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues

Torch-Uncertainty: Deep Learning Uncertainty Quantification