Author

D. Samaras

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Jul 2026

Gaze-to-text Generation: Beyond Categorical Decoding of Human Attention

G Gazette, the first gaze-to-text decoding framework, is introduced, based on multimodal large language models (MLLMs), which learns to decode gaze scanpaths into natural language for goals that may extend beyond categorical labels and require articulation in natural language.

Sounak Mondal, D. Samaras, G. Zelinsky et al. · arXiv.org · 0 citations

#machine learning Jun 2022

Diffusion models as plug-and-play priors

The possibility of inferring high-dimensional data inference in a model that consists of a prior and an auxiliary differentiable constraint given some additional information is considered, thereby allowing a range of potential applications in adapting models to new domains and tasks.

Alexandros Graikos, Esmeralda S. Whitammer, N. Jojic et al. · Neural Information Processin... · 316 citations · ⚡15