Giovanni Iacca

5 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

CVPR (2) NeurIPS (2) AAAI (1)

Top co-authors

Matteo Farina (3) Elisa Ricci (3) Massimiliano Mancini (3) Bruno Lepri (1) Gianni Franchi (1) Laura Ferrarotti (1) Erdi Sayar (1) Mátyás Vincze (1) Leonardo Lucio Custode (1) Ozgur S. Oguz (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (3) Deep Learning (2) Application Areas (2) Reinforcement Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Methods (1) Models (1) Optimization & Theory (1) Techniques (1)

Keywords

vision-language model (2) reinforcement learning (2) robotic manipulation (1) transfer learning (1) entropy minimization (1) curriculum learning (1) confidence calibration (1) test-time adaptation (1) continuous control (1) model pruning (1) reward function (1) linear classifier (1) diffusion model (1) decision tree (1) parameter-efficient fine-tuning (1) mixture of expert (1) sparse activation (1) model generalization (1) parameter efficiency (1) few-shot adaptation (1)

Papers

Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025 Diffusion-based Curriculum Reinforcement Learning NeurIPS 2024 Frustratingly Easy Test-Time Adaptation of Vision-Language Models NeurIPS 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024