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Brian Chmiel

Technion – Israel Institute of Technology

17

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49

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Bimodal Distributed Binarized Neural Networks.

2022 CoRR
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Transient Finite Element Simulation of a Lithium-Ion Battery Pack Thermal Management System Based on Latent Heat System Materials

2021
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Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

2021 NeurIPS | Neural Information Processing Systems
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Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N: M Transposable Masks.

2021 arXiv: Artificial Intelligence
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Loss aware post-training quantization

2021 Machine Learning
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Neural gradients are near-lognormal: improved quantized and sparse training

2021 ICLR | International Conference on Learning Representations
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Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

2021 | Annual Conference on Neural Information Processing Systems
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Robust Quantization: One Model to Rule Them All.

2020 arXiv: Learning
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Robust Quantization: One Model to Rule Them All

2020 | Annual Conference on Neural Information Processing Systems
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Smoothed Inference for Adversarially-Trained Models

2019 arXiv: Learning
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