متابعة
Zechun Liu
Zechun Liu
Meta Reality Labs
بريد إلكتروني تم التحقق منه على andrew.cmu.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Single path one-shot neural architecture search with uniform sampling‏
Z Guo, X Zhang, H Mu, W Heng, Z Liu, Y Wei, J Sun‏
Computer vision–ECCV 2020: 16th European conference, glasgow, UK, August 23 …, 2020‏
10922020
Metapruning: Meta learning for automatic neural network channel pruning‏
Z Liu, H Mu, X Zhang, Z Guo, X Yang, KT Cheng, J Sun‏
Proceedings of the IEEE/CVF international conference on computer vision …, 2019‏
705*2019
Bi-real net: Enhancing the performance of 1-bit cnns with improved representational capability and advanced training algorithm‏
Z Liu, B Wu, W Luo, X Yang, W Liu, KT Cheng‏
Proceedings of the European conference on computer vision (ECCV), 722-737, 2018‏
6812018
Minigpt-v2: large language model as a unified interface for vision-language multi-task learning‏
J Chen, D Zhu, X Shen, X Li, Z Liu, P Zhang, R Krishnamoorthi, ...‏
arXiv preprint arXiv:2310.09478, 2023‏
5472023
Reactnet: Towards precise binary neural network with generalized activation functions‏
Z Liu, Z Shen, M Savvides, KT Cheng‏
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020‏
4222020
Llm-qat: Data-free quantization aware training for large language models‏
Z Liu, B Oguz, C Zhao, E Chang, P Stock, Y Mehdad, Y Shi, ...‏
arXiv preprint arXiv:2305.17888, 2023‏
2402023
Partial is better than all: Revisiting fine-tuning strategy for few-shot learning‏
Z Shen, Z Liu, J Qin, M Savvides, KT Cheng‏
Proceedings of the AAAI conference on artificial intelligence 35 (11), 9594-9602, 2021‏
1812021
Attentive cutmix: An enhanced data augmentation approach for deep learning based image classification‏
D Walawalkar, Z Shen, Z Liu, M Savvides‏
arXiv preprint arXiv:2003.13048, 2020‏
1662020
Latent weights do not exist: Rethinking binarized neural network optimization‏
K Helwegen, J Widdicombe, L Geiger, Z Liu, KT Cheng, R Nusselder‏
Conference on Neural Information Processing Systems (NIPS 2019), 2019‏
1472019
Un-mix: Rethinking image mixtures for unsupervised visual representation learning‏
Z Shen, Z Liu, Z Liu, M Savvides, T Darrell, E Xing‏
Proceedings of the AAAI Conference on Artificial Intelligence 36 (2), 2216-2224, 2022‏
1352022
Bi-real net: Binarizing deep network towards real-network performance‏
Z Liu, W Luo, B Wu, X Yang, W Liu, KT Cheng‏
International Journal of Computer Vision 128, 202-219, 2020‏
1112020
Nonuniform-to-uniform quantization: Towards accurate quantization via generalized straight-through estimation‏
Z Liu, KT Cheng, D Huang, EP Xing, Z Shen‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022‏
1072022
How Do Adam and Training Strategies Help BNNs Optimization?‏
Z Liu, Z Shen, S Li, K Helwegen, D Huang, KT Cheng‏
International Conference on Machine Learning (ICML 2021), 2021‏
1052021
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study‏
Z Shen, Z Liu, D Xu, Z Chen, KT Cheng, M Savvides‏
International Conference on Learning Representations (ICLR), 2021, 2021‏
982021
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space‏
A Chavan, Z Shen, Z Liu, Z Liu, KT Cheng, E Xing‏
arXiv preprint arXiv:2201.00814, 2022‏
842022
Mobilellm: Optimizing sub-billion parameter language models for on-device use cases‏
Z Liu, C Zhao, F Iandola, C Lai, Y Tian, I Fedorov, Y Xiong, E Chang, ...‏
Forty-first International Conference on Machine Learning, 2024‏
792024
Bit: Robustly binarized multi-distilled transformer‏
Z Liu, B Oguz, A Pappu, L Xiao, S Yih, M Li, R Krishnamoorthi, Y Mehdad‏
NeurIPS 2022, 2022‏
632022
Binarizing mobilenet via evolution-based searching‏
H Phan, Z Liu, D Huynh, M Savvides, KT Cheng, Z Shen‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020‏
602020
" BNN-BN=?": Training Binary Neural Networks Without Batch Normalization‏
T Chen, Z Zhang, X Ouyang, Z Liu, Z Shen, Z Wang‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021‏
562021
Spinquant: Llm quantization with learned rotations‏
Z Liu, C Zhao, I Fedorov, B Soran, D Choudhary, R Krishnamoorthi, ...‏
arXiv preprint arXiv:2405.16406, 2024‏
552024
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مقالات 1–20