Robust Training of Neural Networks at Arbitrary Precision and Sparsity.
CoRR, 2024
Custom Gradient Estimators are Straight-Through Estimators in Disguise.
CoRR, 2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Binarized Neural Machine Translation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
4-bit Conformer with Native Quantization Aware Training for Speech Recognition.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Pareto-Optimal Quantized ResNet Is Mostly 4-Bit.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform.
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Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Discovering Patterns of Collaboration in Rough Set Research: Statistical and Graph-Theoretical Approach.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Pawlak Collaboration Graph and Its Properties.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
Improving Depth-First PN-Search: 1 + <i>epsilon</i> Trick.
Proceedings of the Computers and Games, 5th International Conference, 2006