机器之心整理
本周论文有: 颜水成团队的「PSGAN 一键上妆」,黄亮团队在同传任务的集束搜索上进行了一些改进, 同时还有 NLP 相关综述、目标检测最新 SOTA 成果、数字在词嵌入中的处理研究等。
A Survey of the Usages of Deep Learning in Natural Language Processing
CBNet: A Novel Composite Backbone Network Architecture for Object Detection
A Comparative Study on Transformer vs RNN in Speech Applications
Do NLP Models Know Numbers? Probing Numeracy in Embeddings
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models
PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer
Speculative Beam Search for Simultaneous Translation
作者:
Daniel W. Otter、Julian R. Medina、Jugal K. Kalita
论文链接:
https://arxiv.org/pdf/1807.10854v2
作者:Yudong Liu、Yongtao Wang、Siwei Wang、TingTing Liang、Qijie Zhao、Zhi Tang、Haibin Ling
论文链接:https://arxiv.org/pdf/1909.03625v1.pdf
作者:Shigeki Karita、Nanxin Chen、Tomoki Hayashi、Takaaki Hori、Hirofumi Inaguma 等
论文链接:https://arxiv.org/pdf/1909.06317v1.pdf
作者:Eric Wallace、Yizhong Wang、Sujian Li、Sameer Singh、Matt Gardner
论文链接:https://arxiv.org/pdf/1909.07940.pdf
作者:Sharon Zhou、Mitchell L. Gordon、Ranjay Krishna、Austin Narcomey、Li Fei-Fei、Michael S. Bernstein
论文链接:https://arxiv.org/pdf/1904.01121.pdf
作者:Wentao Jiang、Si Liu、Chen Gao、Jie Cao、Ran He、Jiashi Feng、Shuicheng Yan
论文链接:https://arxiv.org/pdf/1909.06956.pdf
作者:Renjie Zheng、Mingbo Ma、Baigong Zheng、Liang Huang
论文地址:https://arxiv.org/pdf/1909.05421v1.pdf