Federico Cocchi

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) ECCV (2) ACL (1)

Top co-authors

Marcella Cornia (5) Rita Cucchiara (5) Lorenzo Baraldi (5) Sara Sarto (2) Davide Caffagni (2) Nicholas Moratelli (2) Alberto Compagnoni (1) Alessandro Nicolosi (1) Luca Barsellotti (1) Samuele Poppi (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (2) Deep Learning (2) Learning Types (2) Natural Language Processing (1) Applications · Natural Language Processing (1) Applications · Computer Vision (1) Generation (1) Models (1) Resources & Methods (1)

Keywords

multimodal large language model (3) visual question answering (2) image editing (1) visual grounding (1) instruction following (1) retrieval-augmented generation (1) multimodal alignment (1) knowledge retrieval (1) external knowledge (1) two-stage training (1) knowledge-based visual question answering (1) external knowledge integration (1) self-reflective token (1) reinforcement learning (1) reflective token (1) image generation (1)

Papers

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering CVPR 2026 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities ECCV 2024 Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models ECCV 2024 The Revolution of Multimodal Large Language Models: A Survey ACL 2024