Shiwei Liu

Shiwei Liu

Eindhoven University of Technology - Eindhoven / Netherlands
Engineering & Technology / Computer Science
AD Scientific Index ID: 4878005
Technische Universiteit Eindhoven
person_outline Shiwei Liu's MOST POPULAR ARTICLES
1-) More convnets in the 2020s: Scaling up kernels beyond 51x51 using sparsityS Liu, T Chen, X Chen, X Chen, Q Xiao, B Wu, M Pechenizkiy, D Mocanu, ...ICLR2023, The International Conference on Learning Representations, 20231082023
2-) Do we actually need dense over-parameterization? in-time over-parameterization in sparse trainingS Liu, L Yin, DC Mocanu, M PechenizkiyICML2021, International Conference on Machine Learning, 20211132021
3-) Sparse Training via Boosting Pruning Plasticity with NeuroregenerationS Liu, T Chen, X Chen, Z Atashgahi, L Yin, H Kou, L Shen, M Pechenizkiy, ...NeurIPS2021, Advances in Neural Information Processing Systems, 20211112021
4-) The unreasonable effectiveness of random pruning: Return of the most naive baseline for sparse trainingS Liu, T Chen, X Chen, L Shen, DC Mocanu, Z Wang, M PechenizkiyICLR2022, The International Conference on Learning Representations, 20221192022
5-) Sparse evolutionary deep learning with over one million artificial neurons on commodity hardwareS Liu, DC Mocanu, ARR Matavalam, Y Pei, M PechenizkiyNeural Computing and Applications 33, 2589-2604, 2021992021