Emanuele Rodola

Mergenetic: a Simple Evolutionary Model Merging Library

arXiv 2025

Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces

CVPR 2025 1

MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs

arXiv 2025

Implicit Inversion turns CLIP into a Decoder

arXiv 2025

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions

arXiv 2024

Accelerating Transformer Inference for Translation via Parallel Decoding

arXiv 2023

Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

arXiv 2023

Multimodal Neural Databases

arXiv 2023

Latent Autoregressive Source Separation

arXiv 2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

TMLR

Explanatory Learning: Beyond Empiricism in Neural Networks

explanatory-learning-beyond-empiricism-in

Andrea Santilli

Giorgio Mariani

Donato Crisostomi

Emilian Postolache

Luca Moschella

Michele Mancusi

Simone Melzi

Adrian Robert Minut

Antonio Norelli

Giambattista Parascandolo