AWhat changed
Combined hardware-aware architecture search, NetAdapt and manual architecture changes for mobile CPUs, with a lightweight LR-ASPP dense-prediction decoder.
Scientific scope
Combined hardware-aware architecture search, NetAdapt and manual architecture changes for mobile CPUs, with a lightweight LR-ASPP dense-prediction decoder. Automated architecture search and NetAdapt helped select network designs; human architectural changes and evaluation also contributed. Inherits MobileNetV2, NAS, NetAdapt and squeeze-excitation. Acquired delta is specific joint search/design and decoder system, not first hardware-aware NAS. Small/Large variants are one contribution and measured latency depends on device/runtime.
Evidence
Automated architecture search and NetAdapt helped select network designs; human architectural changes and evaluation also contributed. WRS has not independently rerun these experiments. Automated architecture search and NetAdapt helped select network designs; human architectural changes and evaluation also contributed. Inherits MobileNetV2, NAS, NetAdapt and squeeze-excitation. Acquired delta is specific joint search/design and decoder system, not first hardware-aware NAS. Small/Large variants are one contribution and measured latency depends on device/runtime.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction