Under a 1 MB activation budget, an F-Clip-style center-length-angle CNN with int8 QAT, TTA, and a LoI verifier reaches sAP10=24.1 on ShanghaiTech Wireframe.
His research interests include stochastic and approxi- mate computing, unary processing, in-memory com- puting, and hyperdimensional computing
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MiLSD: A Micro Line-Segment Detector for Resource-Constrained Devices
Under a 1 MB activation budget, an F-Clip-style center-length-angle CNN with int8 QAT, TTA, and a LoI verifier reaches sAP10=24.1 on ShanghaiTech Wireframe.