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Zhanpeng Zeng
Zhanpeng Zeng
Verified email at wisc.edu
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Year
Nyströmformer: A nyström-based algorithm for approximating self-attention
Y Xiong, Z Zeng, R Chakraborty, M Tan, G Fung, Y Li, V Singh
Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14138 …, 2021
3302021
Large-field-of-view visualization utilizing multiple miniaturized cameras for laparoscopic surgery
JJ Kim, A Watras, H Liu, Z Zeng, JA Greenberg, CP Heise, YH Hu, H Jiang
Micromachines 9 (9), 431, 2018
192018
You only sample (almost) once: Linear cost self-attention via bernoulli sampling
Z Zeng, Y Xiong, S Ravi, S Acharya, GM Fung, V Singh
International conference on machine learning, 12321-12332, 2021
172021
Multi resolution analysis (MRA) for approximate self-attention
Z Zeng, S Pal, J Kline, GM Fung, V Singh
International Conference on Machine Learning, 25955-25972, 2022
52022
Parallax mitigation for real-time close field video stitching
A Watras, J Ke, Z Zeng, JJ Kim, H Liu, H Jiang, YH Hu
2017 International Conference on Computational Science and Computational …, 2017
32017
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
Z Zeng, C Hawkins, M Hong, A Zhang, N Pappas, V Singh, S Zheng
Advances in Neural Information Processing Systems 36, 2024
22024
LookupFFN: making transformers compute-lite for CPU inference
Z Zeng, M Davies, P Pulijala, K Sankaralingam, V Singh
International Conference on Machine Learning, 40707-40718, 2023
22023
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers
Z Zeng, K Sankaralingam, V Singh
arXiv preprint arXiv:2403.07339, 2024
2024
FrameQuant: Flexible Low-Bit Quantization for Transformers
H Adepu, Z Zeng, L Zhang, V Singh
arXiv preprint arXiv:2403.06082, 2024
2024
Controlled differential equations on long sequences via non-standard wavelets
S Pal, Z Zeng, SN Ravi, V Singh
International Conference on Machine Learning, 26820-26836, 2023
2023
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