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ENTITY Javier Porras-Valenzuela

Javier Porras-Valenzuela

PulseAugur coverage of Javier Porras-Valenzuela — every cluster mentioning Javier Porras-Valenzuela across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_131566 ·

    New transformer training method enhances robustness and generalization

    Researchers have developed a novel constrained optimization framework for training transformers, treating them as optimization descent algorithms. This method enforces layerwise descent constraints and uses a primal-dua…

  2. TOOL · CL_59010 ·

    Graph Transformers Show Size Transferability, Matching GNNs

    Researchers have established a theoretical connection between Graph Transformers (GTs) and Manifold Neural Networks (MNNs), particularly when GTs utilize GNN-based positional encodings. This study demonstrates that GTs …