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VisionMX: Unlocking Microscaling Post-Training Quantization for Vision Models
Elad Dror Cohen, Ofir Gordon, Lior Dikstein +2
Microscaling (MX) formats are emerging as a hardware-supported approach to efficient training and inference. They combine low-precision elements with shared block scales, but their…
PG-SELD: Physics-Guided Sound Event Localization and Detection
Elad Cohen, Elad Dror Cohen, Arnon Netzer +1
Sound event localization and detection (SELD) aims to jointly recognize sound events and estimate their directions of arrival from multichannel audio. Although recent deep learning…
Low-Latency State Space Voice Activity Detection with Robust Onset Time Evaluation
Elad Cohen, Arnon Netzer, Hai Victor Habi
Voice Activity Detection (VAD) systems are commonly evaluated using metrics such as the area under the receiver operating characteristic curve (AUROC), but these metrics do not acc…