no code implementations • 24 Sep 2023 • Guo-qing Jiang, Jinlong Liu, Zixiang Ding, Lin Guo, Wei Lin
As models for nature language processing (NLP), computer vision (CV) and recommendation systems (RS) require surging computation, a large number of GPUs/TPUs are paralleled as a large batch (LB) to improve training throughput.
1 code implementation • 29 May 2021 • Heyi Li, Jinlong Liu, Xinyu Zhang, Yunzhi Bai, Huayan Wang, Klaus Mueller
But more importantly, the proposed $W$++ space achieves superior performance in both reconstruction quality and editing quality.
no code implementations • 22 May 2020 • Liang Wang, Jinlong Liu, Jingming Liu
However, in open-ended text generation, beam search is often found to produce repetitive and generic texts, sampling-based decoding algorithms like top-k sampling and nucleus sampling are more preferred.
no code implementations • ICLR 2020 • Jinlong Liu, Guoqing Jiang, Yunzhi Bai, Ting Chen, Huayan Wang
As deep neural networks (DNNs) achieve tremendous success across many application domains, researchers tried to explore in many aspects on why they generalize well.