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cs.LG2025
Simplifying Multi-Task Architectures Through Task-Specific Normalization
Mihai Suteu, Ovidiu Serban
Multi-task learning (MTL) aims to leverage shared knowledge across tasks to improve generalization and parameter efficiency, yet balancing resources and mitigating interference rem…
cs.DB2025
An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact
Avanija Menon, Ovidiu Serban
The European Union Deforestation Regulation (EUDR) requires companies to prove their products do not contribute to deforestation, creating a critical demand for precise, asset-leve…