110 citations · 420 across the 55 of their papers we have counts for
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cs.LG2020
Neural network compression via learnable wavelet transforms
Moritz Wolter, Shaohui Lin, Angela Yao
Wavelets are well known for data compression, yet have rarely been applied to the compression of neural networks. This paper shows how the fast wavelet transform can be used to com…
cs.LG2018
Sequence Prediction using Spectral RNNs
Moritz Wolter, Juergen Gall, Angela Yao
Fourier methods have a long and proven track record as an excellent tool in data processing. As memory and computational constraints gain importance in embedded and mobile applicat…
cs.LG2018★ 39 cited
Complex Gated Recurrent Neural Networks
Moritz Wolter, Angela Yao
Complex numbers have long been favoured for digital signal processing, yet complex representations rarely appear in deep learning architectures. RNNs, widely used to process time s…