conftrace_

low-precision computing

7 papers

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Co-occurring keywords · papers mentioning both

model compression (4) neural network quantization (2) tensor transformation (1) data type optimization (1) internet of thing (1) binary neural network (1) integer arithmetic (1) log-mel spectrogram (1) iot device (1) neural network (1)

Papers

Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems NeurIPS 2024 Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024 Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise NeurIPS 2022 Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware ICLR 2020 Binary Speech Features for Keyword Spotting Tasks Interspeech 2019 Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NeurIPS 2019 Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018