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Research

The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery

Energy-aware gradient coordinator addresses gradient entanglement in neural network optimization to improve robustness when discovering previously unseen object categories.

Friday, April 17, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.LG (Machine Learning)BY sys://pipeline

Machine learning research paper proposing an energy-aware gradient coordinator for generalized category discovery. Addresses gradient entanglement as a constraint in neural network optimization and model robustness.

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