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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9576
1911.11185 2019-11-27 cs.LG cs.AI stat.ML

Theory-based Causal Transfer: Integrating Instance-level Induction and Abstract-level Structure Learning

Mark Edmonds, Xiaojian Ma, Siyuan Qi, Yixin Zhu, Hongjing Lu, Song-Chun Zhu

Comments Accepted to AAAI 2020 as an oral

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1911.08415 2019-11-27 eess.SP cs.LG

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi

Comments AAAI 2020 paper

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1905.11058 2019-11-27 cs.LG cs.CV

Learning to Auto Weight: Entirely Data-driven and Highly Efficient Weighting Framework

Zhenmao Li, Yichao Wu, Ken Chen, Yudong Wu, Shunfeng Zhou, Jiaheng Liu, Junjie Yan

Comments Accepted by AAAI 2020

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1905.10799 2019-11-27 cs.AI cs.CL cs.LG

Path Ranking with Attention to Type Hierarchies

Weiyu Liu, Angel Daruna, Zsolt Kira, Sonia Chernova

Comments Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

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1807.11622 2019-11-27 cs.LG cs.AI stat.ML

Count-Based Exploration with the Successor Representation

Marlos C. Machado, Marc G. Bellemare, Michael Bowling

Comments This paper appears in the Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020)

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1911.11069 2019-11-26 cs.IR cs.CL cs.LG

Query Expansion for Patent Searching using Word Embedding and Professional Crowdsourcing

Arthi Krishna, Ye Jin, Christine Foster, Greg Gabel, Britt Hanley, Abdou Youssef

Comments Presented at AAAI FSS-19: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA

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1911.10787 2019-11-26 cs.CL cs.LG

A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations

Zekun Yang, Juan Feng

Comments Accepted by AAAI 2020

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1911.10776 2019-11-26 cs.CL cs.AI

Filling Conversation Ellipsis for Better Social Dialog Understanding

Xiyuan Zhang, Chengxi Li, Dian Yu, Samuel Davidson, Zhou Yu

Comments Accepted to AAAI 2020

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1911.10771 2019-11-26 cs.CV

Regularized Fine-grained Meta Face Anti-spoofing

Rui Shao, Xiangyuan Lan, Pong C. Yuen

Comments Accepted by AAAI 2020. Codes are available at https://github.com/rshaojimmy/AAAI2020-RFMetaFAS

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1911.10666 2019-11-26 cs.CL

Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer

Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

Comments AAAI 2020

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1911.10658 2019-11-26 cs.LG stat.ML

Projective Quadratic Regression for Online Learning

Wenye Ma

Comments AAAI 2020

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1911.10640 2019-11-26 stat.ME cs.AI cs.LG stat.ML

Algorithmic Bias in Recidivism Prediction: A Causal Perspective

Aria Khademi, Vasant Honavar

Comments Accepted for publication at the Thirty Fourth AAAI conference on Artificial Intelligence (AAAI-20)

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1911.10074 2019-11-26 cs.AI cs.LG

Cost-Based Goal Recognition Meets Deep Learning

Mariane Maynard, Thibault Duhamel, Froduald Kabanza

Comments An earlier version of this paper was published in PAIR (AAAI 2019 workshop)

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1911.09821 2019-11-26 cs.IR cs.AI cs.LG stat.ML

Learning Feature Interactions with Lorentzian Factorization Machine

Canran Xu, Ming Wu

Comments 8 pages, 5 figures, accepted to AAAI-2020

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1911.09318 2019-11-26 cs.CV

Relation Network for Person Re-identification

Hyunjong Park, Bumsub Ham

Comments Accepted by AAAI 2020

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1911.07928 2019-11-26 cs.CV cs.AI cs.LG

Visual Dialogue State Tracking for Question Generation

Wei Pang, Xiaojie Wang

Comments 8 pages, 4 figures, Accept-Oral by AAAI-2020

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1909.06731 2019-11-26 cs.CL cs.LG

Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization

Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan

Comments AAAI 2020

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1907.06870 2019-11-26 cs.LG

Light Multi-segment Activation for Model Compression

Zhenhui Xu, Guolin Ke, Jia Zhang, Jiang Bian, Tie-Yan Liu

Journal ref Thirty-Fourth AAAI Conference on Artificial Intelligence. 2020

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1903.06530 2019-11-26 cs.CV cs.LG stat.ML

Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection

Seijoon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon

Comments Accepted to AAAI 2020

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1812.03413 2019-11-26 cs.CV cs.LG

Learning Transferable Adversarial Examples via Ghost Networks

Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan Yuille

Comments To appear in AAAI-20

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1806.01551 2019-11-26 stat.ML cs.LG

Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare

Ingyo Chung, Saehoon Kim, Juho Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang

Comments AAAI 2020

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1911.10531 2019-11-26 cs.CV cs.MM eess.IV

A Proposal-based Approach for Activity Image-to-Video Retrieval

Ruicong Xu, Li Niu, Jianfu Zhang, Liqing Zhang

Comments The Thirty-Fourth AAAI Conference on Artificial Intelligence

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1911.10529 2019-11-26 cs.CV

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

Jia Li, Wen Su, Zengfu Wang

Comments Accepted by AAAI 2020 (the Thirty-Fourth AAAI Conference on Artificial Intelligence)

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1911.10524 2019-11-26 cs.CL cs.LG

Causally Denoise Word Embeddings Using Half-Sibling Regression

Zekun Yang, Tianlin Liu

Comments Accepted by AAAI 2020

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1911.10492 2019-11-26 cs.CV

Image Cropping with Composition and Saliency Aware Aesthetic Score Map

Yi Tu, Li Niu, Weijie Zhao, Dawei Cheng, Liqing Zhang

Comments Accepted by AAAI 20

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1911.10395 2019-11-26 cs.LG cs.CY stat.ML

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun

Comments Accepted by AAAI 2020

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1911.10390 2019-11-26 cs.CL

Controlling the Amount of Verbatim Copying in Abstractive Summarization

Kaiqiang Song, Bingqing Wang, Zhe Feng, Liu Ren, Fei Liu

Comments AAAI 2020 (Main Technical Track)

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1911.10389 2019-11-26 cs.CL

Joint Parsing and Generation for Abstractive Summarization

Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu

Comments AAAI 2020 (Main Technical Track)

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1911.10305 2019-11-26 cs.LG stat.ML

Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families

Yibo Yang, Jianlong Wu, Hongyang Li, Xia Li, Tiancheng Shen, Zhouchen Lin

Comments AAAI-20

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1911.10273 2019-11-26 cs.LG stat.ML

Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values

Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

Comments Accepted by AAAI 2020

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