Matteo Farina

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Multimodal Models (2)Data Curation & Synthetic Data (1)Computer Vision (1)

Frequent co-authors

Elisa Ricci (2)Massimiliano Mancini (2)Vishaal Udandarao (1)Thao Nguyen (1)

Papers (2)

Jun 26, 2026

Stanford HAI2w ago·also CMU ML, University of Tubingen

DataComp-VLM: Improved Open Datasets for Vision-Language Models

Data mixing, especially with instruction-heavy data, emerges as the crucial factor for optimizing VLM training, challenging traditional filtering approaches.

Matteo Farina, Vishaal Udandarao, Thao Nguyen +33

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Multimodal Models

Feb 26, 2026

Large Multimodal Models as General In-Context Classifiers

Forget specialized classifiers—LMMs, enhanced with in-context learning and a novel iterative refinement method (CIRCLE), can outperform even fine-tuned VLMs in both closed and open-world classification.

Marco Garosi, Matteo Farina, Alessandro Conti +2

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Matteo Farina

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)