Iacca, Giovanni

10 publications

TMLR 2025 2SSP: A Two-Stage Framework for Structured Pruning of LLMs Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca

ICLRW 2025 2SSP: A Two-Stage Framework for Structured Pruning of LLMs Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca

CVPR 2025 Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci

AAAI 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca

TMLR 2025 Zeroth-Order Adaptive Neuron Alignment Based Pruning Without Re-Training Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

ICLRW 2025 Zeroth-Order Adaptive Neuron Alignment Based Pruning Without Re-Training Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

NeurIPS 2024 Diffusion-Based Curriculum Reinforcement Learning Erdi Sayar, Giovanni Iacca, Ozgur S. Oguz, Alois Knoll

NeurIPS 2024 Frustratingly Easy Test-Time Adaptation of Vision-Language Models Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci

CVPR 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci

TMLR 2024 Understanding Sparse Neural Networks from Their Topology via Multipartite Graph Representations Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca