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

Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

arXiv 2023

Accelerating Transformer Inference for Translation via Parallel Decoding

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