Deep Convolutional Neural Networks with Merge-and-Run Mappings
Monday, July 16, 2018 | 10:15 AM–11:15 AM | ML-NN1 – Neural Networks | C7
Liming Zhao, Mingjie Li, Depu Meng, Xi Li, Zhaoxiang Zhang, Yueting Zhuang, Zhuowen Tu, Jingdong Wang
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
Monday, July 16, 2018 | 10:15 AM–11:15 AM | SGP-GPS – Game Playing and Search | K2
Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew Hausknecht, Michael Bowling
Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications
Monday, July 16, 2018 | 11:25 AM–12:50 PM | ML-ONL – Online Learning | K11
Weiran Huang, Jungseul Ok, Liang Li, Wei Chen
An Axiomatic View of the Parimutuel Consensus Mechanism
Monday, July 16, 2018 | 4:40 PM–6:05 PM | HAI-HCC – Human Computation and Crowdsourcing | C2
Rupert Freeman, David M. Pennock
Evaluating and Complementing Vision-to-Language Technology for People who are Blind with Conversational Crowdsourcing
Monday, July 16, 2018 | 4:40 PM–6:05 PM | HAI-HCC – Human Computation and Crowdsourcing | C2
Elliot Salisbury, Ece Kamar, Meredith Ringel Morris
Differential Equations for Modeling Asynchronous Algorithms
Monday, July 16, 2018 | 4:40 PM–6:05 PM | ML-LT – Learning Theory | K2
Li He, Qi Meng, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism
Monday, July 16, 2018 | 4:40 PM–6:05 PM | NLP-DIA1 – Dialogue, Conversation Models | T2
Chongyang Tao, Shen Gao, Mingyue Shang, Wei Wu, Dongyan Zhao, Rui Yan
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach
Tuesday, July 17, 2018 | 8:30 AM–9:55 AM | MUL-CFR – Collaborative Filtering, Recommender Systems | C3
Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
Sequential Recommender System based on Hierarchical Attention Networks
Tuesday, July 17, 2018 | 8:30 AM–9:55 AM | MUL-REC – Recommender Systems | C3
Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu
Near Real-Time Detection of Poachers from Drones in AirSim
Tuesday, July 17, 2018 | 11:20 AM–12:45 PM | Demos1 – Demos 1: Planning, Robotics, Vision | Victoria
Elizabeth Bondi, Ashish Kapoor, Debadeepta Dey, James Piavis, Shital Shah, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe
Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach
Tuesday, July 17, 2018 | 11:20 AM–1:00 PM | MLA-NET – Machine Learning Applications: Networks | C3
Lun Du, Zhicong Lu, Yun Wang, Guojie Song, Yiming Wang, Wei Chen
Reinforced Mnemonic Reader for Machine Reading Comprehension
Tuesday, July 17, 2018 | 2:55 PM–4:10 PM | ML-ROL – Reinforcement Learning and Online Learning | K11
Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou
Multiway Attention Networks for Modeling Sentence Pairs
Tuesday, July 17, 2018 | 2:55 PM–4:10 PM | NLP-CLA – Sentence and Text Classification, Text Segmentation | T2
Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou
Episodic Memory Deep Q-Networks
Tuesday, July 17, 2018 | 2:55 PM–4:10 PM | SGP-ML – Heuristic Search and Learning | K21
Zichuan Lin, Tianqi Zhao, Guangwen Yang, Lintao Zhang
Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning
Tuesday, July 17, 2018 | 4:40 PM–6:20 PM | NLP-CV2 – Language and Vision: Image Captioning, Visual Question Answering | T2
Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Jungong Han
EZLearn: Exploiting Organic Supervision in Automated Data Annotation
Wednesday, July 18, 2018 | 8:30 AM–9:55 AM | NLP-SEC – Sentence Embedding, Text Classification | T2
Maxim Grechkin, Hoifung Poon, Bill Howe
Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network
Wednesday, July 18, 2018 | 8:30 AM–9:55 AM | ML-TAM2 – Transfer, Adaptation, Multi-Task Learning 2 | K2
Dongliang Liao, Weiqing Liu, Yuan Zhong, Jing Li, Guowei Wang
Unbiased Learning-to-Rank with Biased Feedback
Wednesday, July 18, 2018 | 8:30 AM–9:55 AM | SIS-WEB – Sister Conferences: Web, Recommendation, Retrieval | C2
Thorsten Joachims, Adith Swaminathan, Tobias Schnabel
Advancements in Dueling Bandits
Wednesday, July 18, 2018 | 11:20 AM–12:45 PM | SUR-ML – Survey, Track: Machine Learning | Victoria
Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue
Core-Guided Minimal Correction Set and Core Enumeration
Wednesday, July 18, 2018 | 11:20 AM–12:45 PM | CSAT-CSAT – Constraints and Satisfiability | K2
Nina Narodytska, Nikolaj Bjørner, Maria-Cristina Marinescu, Mooly Sagiv
Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval
Wednesday, July 18, 2018 | 11:20 AM–12:45 PM | ML-FLS \ Feature Selection, Learning Sparse Models | K11
Gengshen Wu, Zijia Lin, Jungong Han, Li Liu, Guiguang Ding, Baochang Zhang, Jialie Shen
Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data
Wednesday, July 18, 2018 | 11:20 AM–12:45 PM | MLA-BM – Biomedical Applications | C3
Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen
View-Volume Network for Semantic Scene Completion from a Single Depth Image
Wednesday, July 18, 2018 | 4:40 PM–6:20 PM | CV-3D – 2d and 3d Computer Vision | T5
Yuxiao Guo, Xin Tong
Differentiable Submodular Maximization
Thursday, July 18, 2018 | 10:25 AM–11:40 AM | ML-PRO – Probabilistic Machine Learning | K11
Sebastian Tschiatschek, Aytunc Sahin, Andreas Krause
Attention-Fused Deep Matching Network for Natural Language Inference
Thursday, July 18, 2018 | 11:40 AM–12:45 PM | NLP-PTS – Natural Language Processing: Parsing, Tagging, Word Segmentation, Speech | T2
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao