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• Deep Portfolio Optimization via Distributional Prediction of Residual Factors

  Kentaro Imajo, Kentaro Minami, Katsuya Ito, Kei Nakagawa

  213-222

  2021-05-18

• Complex Coordinate-Based Meta-Analysis with Probabilistic Programming

  Valentin Iovene, Gaston E Zanitti, Demian Wassermann

  223-231

  2021-05-18

• Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce

  Houye Ji, Junxiong Zhu, Xiao Wang, Chuan Shi, Bai Wang, Xiaoye Tan, Yanghua Li, Shaojian He

  232-239

  2021-05-18

• Estimating Calibrated Individualized Survival Curves with Deep Learning

  Fahad Kamran, Jenna Wiens

  240-248

  2021-05-18

• Deep Contextual Clinical Prediction with Reverse Distillation

  Rohan Kodialam, Rebecca Boiarsky, Justin Lim, Aditya Sai, Neil Dixit, David Sontag

  249-258

  2021-05-18

• Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search

  Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh

  259-267

  2021-05-18

• Predicting Livelihood Indicators from Community-Generated Street-Level Imagery

  Jihyeon Lee, Dylan Grosz, Burak Uzkent, Sicheng Zeng, Marshall Burke, David Lobell, Stefano Ermon

  268-276

  2021-05-18

• Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws

  Kookjin Lee, Kevin T. Carlberg

  277-285

  2021-05-18

• Two-Stream Convolution Augmented Transformer for Human Activity Recognition

  Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu

  286-293

  2021-05-18

• Traffic Flow Prediction with Vehicle Trajectories

  Mingqian Li, Panrong Tong, Mo Li, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

  294-302

  2021-05-18

• RevMan: Revenue-aware Multi-task Online Insurance Recommendation

  Yu Li, Yi Zhang, Lu Gan, Gengwei Hong, Zimu Zhou, Qiang Li

  303-310

  2021-05-18

• MeInGame: Create a Game Character Face from a Single Portrait

  Jiangke Lin, Yi Yuan, Zhengxia Zou

  311-319

  2021-05-18

• Community-Aware Multi-Task Transportation Demand Prediction

  Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong

  320-327

  2021-05-18

• Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems

  Lewis Liu, Kun Zhao

  328-335

  2021-05-18

• In-game Residential Home Planning via Visual Context-aware Global Relation Learning

  Lijuan Liu, Yin Yang, Yi Yuan, Tianjia Shao, He Wang, Kun Zhou

  336-343

  2021-05-18

• Relational Classification of Biological Cells in Microscopy Images

  Ping Liu, Mustafa Bilgic

  344-352

  2021-05-18

• Deep Style Transfer for Line Drawings

  Xueting Liu, Wenliang Wu, Huisi Wu, Zhenkun Wen

  353-361

  2021-05-18

• RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction

  Ziyi Liu, Fulin Luo, Bo Du

  362-370

  2021-05-18

• PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning

  Yuan Luo, Chengsheng Mao

  371-380

  2021-05-18

• Programmatic Strategies for Real-Time Strategy Games

  Julian R. H. Mariño, Rubens O. Moraes, Tassiana C. Oliveira, Claudio Toledo, Levi H. S. Lelis

  381-389

  2021-05-18

• Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning

  Christos Markos, James J. Q. Yu, Richard Yi Da Xu

  390-398

  2021-05-18

• Low-Rank Registration Based Manifolds for Convection-Dominated PDEs

  Rambod Mojgani, Maciej Balajewicz

  399-407

  2021-05-18

• Symbolic Music Generation with Transformer-GANs

  Aashiq Muhamed, Liang Li, Xingjian Shi, Suri Yaddanapudi, Wayne Chi, Dylan Jackson, Rahul Suresh, Zachary C. Lipton, Alex J. Smola

  408-417

  2021-05-18

• Bringing UMAP Closer to the Speed of Light with GPU Acceleration

  Corey J. Nolet, Victor Lafargue, Edward Raff, Thejaswi Nanditale, Tim Oates, John Zedlewski, Joshua Patterson

  418-426

  2021-05-18

• Deep Just-In-Time Inconsistency Detection Between Comments and Source Code

  Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney

  427-435

  2021-05-18