most citedA data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack

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cs.CV2026

Alternating Gradient Flow Utility: A Unified Metric for Structural Pruning and Dynamic Routing in Deep Networks

Tianhao Qian, Zhuoxuan Li, Jinde Cao +2

Efficient deep learning traditionally relies on static heuristics like weight magnitude or activation awareness (e.g., Wanda, RIA). While successful in unstructured settings, we ob…