2 citations · 3 across the 5 of their papers we have counts for
5 papers
Cognitive Cells: A Compositional Framework for Populations of Small Language Models
Silvan Ferreira
Recent work on large language models and agentic systems raises a basic question that current practice leaves open: how should artificial cognition be decomposed, measured, and com…
Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence
Silvan Ferreira, Ivanovitch Silva, Allan Martins
Recent developments in Large Language Models (LLMs) have significantly expanded their applications across various domains. However, the effectiveness of LLMs is often constrained w…
SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding
Silvan Ferreira, Allan Martins, Ivanovitch Silva
In the evolving landscape of artificial intelligence, multimodal and Neuro-Symbolic paradigms stand at the forefront, with a particular emphasis on the identification and interacti…
End-to-end Semantic Object Detection with Cross-Modal Alignment
Silvan Ferreira, Allan Martins, Ivanovitch Silva
Traditional semantic image search methods aim to retrieve images that match the meaning of the text query. However, these methods typically search for objects on the whole image, w…
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition
Silvan Ferreira, Esdras Costa, Marcio Dahia +1
Sign language recognition from monocular video or 2D pose sequences is challenging, both because 3D information must be inferred from 2D observations and because the signal is inhe…