ASSTF (Adaptive State-Space Transfer Function): A PyTorch framework for dynamic neural topology that reduces parameters by 5-10x, enables test-time adaptation, and outperforms static models on structure-sensitive tasks.
python machine-learning deep-learning pytorch personalization bilevel-optimization concept-drift anomaly-detection model-compression neural-architecture-search continual-learning few-shot-learning edge-ai edge-deployment on-device-ai adaptive-neural-networks test-time-adaptation parameter-efficient low-rank-adaptation dynamic-topology
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Updated
Jul 7, 2026 - Python