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机器之心史上最大AI模型GPT-3上线；Transformer跨界做目标检测( 五 )


6. Investigating Label Bias in Beam Search for Open-ended Text Generation. (from Liang Wang, Jinlong Liu, Jingming Liu)
7. K{\o}psala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding. (from Daniel Hershcovich, Miryam de Lhoneux, Artur Kulmizev, Elham Pejhan, Joakim Nivre)
8. A Corpus for Large-Scale Phonetic Typology. (from Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner)
9. Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types. (from Belen Saldias, Deb Roy)
10. The Discussion Tracker Corpus of Collaborative Argumentation. (from Christopher Olshefski, Luca Lugini, Ravneet Singh, Diane Litman, Amanda Godley)
本周 10 篇 CV 精选论文是：
1. Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video. (from Silviu-Marian Udrescu, Max Tegmark)
2. Learning to Simulate Dynamic Environments with GameGAN. (from Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler)
3. Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification. (from Zhuotun Zhu, Ke Yan, Dakai Jin, Jinzheng Cai, Tsung-Ying Ho, Adam P Harrison, Dazhou Guo, Chun-Hung Chao, Xianghua Ye, Jing Xiao, Alan Yuille, Le Lu)
4. Robust Object Detection under Occlusion with \\Context-Aware CompositionalNets. (from Angtian Wang, Yihong Sun, Adam Kortylewski, Alan Yuille)
5. Novel Human-Object Interaction Detection via Adversarial Domain Generalization. (from Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C.-C. Jay Kuo, Pengchuan Zhang)
6. Hashing-based Non-Maximum Suppression for Crowded Object Detection. (from Jianfeng Wang, Xi Yin, Lijuan Wang, Lei Zhang)
7. Region-adaptive Texture Enhancement for Detailed Person Image Synthesis. (from Lingbo Yang, Pan Wang, Xinfeng Zhang, Shanshe Wang, Zhanning Gao, Peiran Ren, Xuansong Xie, Siwei Ma, Wen Gao)
8. Towards Fine-grained Human Pose Transfer with Detail Replenishing Network. (from Lingbo Yang, Pan Wang, Chang Liu, Zhanning Gao, Peiran Ren, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Xiansheng Hua, Wen Gao)
9. A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images. (from Jia-Wei Chen, Rongfang Wang, Fan Ding, Bo Liu, Licheng Jiao, Jie Zhang)
10. Fine-Grain Few-Shot Vision via Domain Knowledge as Hyperspherical Priors. (from Bijan Haney, Alexander Lavin)
本周 10 篇 ML 精选论文是：
1. Instability, Computational Efficiency and Statistical Accuracy. (from Nhat Ho, Koulik Khamaru, Raaz Dwivedi, Martin J. Wainwright, Michael I. Jordan, Bin Yu)
2. Non-IID Graph Neural Networks. (from Yiqi Wang, Yao Ma, Charu Aggarwal, Jiliang Tang)
3. Parameter Sharing is Surprisingly Useful for Multi-Agent Deep Reinforcement Learning. (from Justin K Terry, Nathaniel Grammel, Ananth Hari, Luis Santos, Benjamin Black, Dinesh Manocha)


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