arXivDaily arXiv每日学术速递 周一至周五更新

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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9576
2008.01474 2020-12-22 cs.CL

SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration

Mengzuo Huang, Feng Li, Wuhe Zou, Weidong Zhang

Comments Accepted to AAAI 2021

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2007.14313 2020-12-22 cs.LG stat.ML

Deep frequency principle towards understanding why deeper learning is faster

Zhi-Qin John Xu, Hanxu Zhou

Journal ref AAAI-2021

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2007.02240 2020-12-22 cs.CV

A Systematic Evaluation of Object Detection Networks for Scientific Plots

Pritha Ganguly, Nitesh Methani, Mitesh M. Khapra, Pratyush Kumar

Comments This work has been accepted and will be presented at AAAI 2021

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2006.08089 2020-12-22 cs.LG cs.CV stat.ML

Generalized Adversarially Learned Inference

Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar, Piyush Rai

Comments AAAI 2021 (accepted for publication)

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2006.07527 2020-12-22 cs.LG stat.ML

Inductive Graph Neural Networks for Spatiotemporal Kriging

Yuankai Wu, Dingyi Zhuang, Aurelie Labbe, Lijun Sun

Comments AAAI 2021

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2006.05664 2020-12-22 cs.LG cs.NE stat.ML

OpEvo: An Evolutionary Method for Tensor Operator Optimization

Xiaotian Gao, Cui Wei, Lintao Zhang, Mao Yang

Comments Accepted at AAAI 2021

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1909.11386 2020-12-22 cs.CL cs.LG

Multi-Dimensional Explanation of Target Variables from Documents

Diego Antognini, Claudiu Musat, Boi Faltings

Comments Accepted in AAAI 2021. 18 pages, 14 figures, 9 tables

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2012.10366 2020-12-21 cs.CV

Learning Complex 3D Human Self-Contact

Mihai Fieraru, Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Vlad Olaru, Cristian Sminchisescu

Comments To be published in the Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI-2021)

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2012.10309 2020-12-21 cs.CL

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

Comments Accepted to AAAI 2021

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2012.10258 2020-12-21 cs.LG

An Experimental Study of the Transferability of Spectral Graph Networks

Axel Nilsson, Xavier Bresson

Comments 5 pages, AAAI 2021 Workshop on Deep Learning on Graphs: Methods and Applications (DLG-AAAI 2021)

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2012.10200 2020-12-21 cs.LG cs.AI cs.SY eess.SY stat.ML

Exact Reduction of Huge Action Spaces in General Reinforcement Learning

Sultan Javed Majeed, Marcus Hutter

Comments A variant of this paper was presented at the AAAI-2021 proceedings

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2012.10150 2020-12-21 cs.CV

SCNet: Training Inference Sample Consistency for Instance Segmentation

Thang Vu, Haeyong Kang, Chang D. Yoo

Comments To appear in AAAI 2021

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2012.10066 2020-12-21 cs.CV

PointINet: Point Cloud Frame Interpolation Network

Fan Lu, Guang Chen, Sanqing Qu, Zhijun Li, Yinlong Liu, Alois Knoll

Comments Accepted to AAAI 2021

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2012.09448 2020-12-21 q-fin.RM stat.ME stat.ML

The Causal Learning of Retail Delinquency

Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang, Zhixiang Huang

Comments This paper was accepted and will be published in the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

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2012.08884 2020-12-21 cs.CL cs.AI cs.LG

Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration

Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz

Journal ref Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021

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2010.12698 2020-12-21 cs.LG

Stabilizing Transformer-Based Action Sequence Generation For Q-Learning

Gideon Stein, Andrey Filchenkov, Arip Asadulaev

Comments Transformers, Reinforcement Learning, 8 pages, AAAI format

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2007.12306 2020-12-21 cs.AI cs.LG cs.MA

Value-Decomposition Multi-Agent Actor-Critics

Jianyu Su, Stephen Adams, Peter A. Beling

Comments Accepted by 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

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1911.11455 2020-12-21 cs.SI cs.LG

Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs

Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati

Comments Accepted at AAAI-21

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2012.09973 2020-12-21 stat.ML cs.LG

High Dimensional Level Set Estimation with Bayesian Neural Network

Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh

Comments Accepted at AAAI'2021

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2012.09932 2020-12-21 stat.ML cs.AI cs.LG stat.AP

Research Reproducibility as a Survival Analysis

Edward Raff

Comments To appear in AAAI 2021

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2012.09679 2020-12-18 cs.LG cs.AI stat.ML

Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs

Marcel Wienöbst, Max Bannach, Maciej Liśkiewicz

Comments Extended version of paper accepted to the Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI-2021)

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2012.09575 2020-12-18 cs.LG cs.AI q-bio.GN

Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning

Rafael Peres da Silva, Chayaporn Suphavilai, Niranjan Nagarajan

Comments Accepted in AAAI 2021 Student Abstract and Poster Program

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2012.09503 2020-12-18 cs.CV

Embodied Visual Active Learning for Semantic Segmentation

David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

Comments Accepted to AAAI 2021

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2012.09451 2020-12-18 cs.DS cs.AI

Enhancing Balanced Graph Edge Partition with Effective Local Search

Zhenyu Guo, Mingyu Xiao, Yi Zhou, Dongxiang Zhang, Kian-Lee Tan

Comments To appear in AAAI 2021

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2012.09446 2020-12-18 cs.CL cs.AI

Unsupervised Learning of Discourse Structures using a Tree Autoencoder

Patrick Huber, Giuseppe Carenini

Comments Accepted to AAAI 2021, 7 pages

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2012.09398 2020-12-18 cs.CV

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation

Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang

Comments Accepted in AAAI 2021

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2012.09392 2020-12-18 cs.LG cs.CL

MASKER: Masked Keyword Regularization for Reliable Text Classification

Seung Jun Moon, Sangwoo Mo, Kimin Lee, Jaeho Lee, Jinwoo Shin

Comments AAAI 2021. First two authors contributed equally

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2012.09390 2020-12-18 stat.ML cs.AI cs.LG

Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection

Edward Raff, William Fleshman, Richard Zak, Hyrum S. Anderson, Bobby Filar, Mark McLean

Comments To appear in AAAI 2021

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2012.09216 2020-12-18 cs.CL cs.CV

MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification

Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully Burns, Nanyun Peng

Comments In The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021

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2012.08733 2020-12-18 cs.CV cs.AI

Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification

Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha

Comments 9 pages. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

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