AAAI - arXivDaily 期刊&会议

2101.06351 2021-01-19 cs.CL cs.CY

Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests

Jiaao Chen, Diyi Yang

Comments AAAI 2021

2101.06328 2021-01-19 cs.MM cs.AI cs.HC

Attention Based Video Summaries of Live Online Zoom Classes

Hyowon Lee, Mingming Liu, Hamza Riaz, Navaneethan Rajasekaren, Michael Scriney, Alan F. Smeaton

Comments Presented at AAAI-2021 Workshop on AI Education: "Imagining Post-COVID Education with AI" (TIPCE-2021). 9 pages, 5 figures

2011.06275 2021-01-19 cs.AI cs.CY

Performance of Bounded-Rational Agents With the Ability to Self-Modify

Jakub Tětek, Marek Sklenka, Tomáš Gavenčiak

Comments Fixed minor problems; To appear in SafeAI @ AAAI 2021

2101.06162 2021-01-18 cs.LG cs.AI cs.CV

Learning Invariant Representation for Continual Learning

Ghada Sokar, Decebal Constantin Mocanu, Mykola Pechenizkiy

Comments Accepted at the AAAI Meta-Learning for Computer Vision Workshop (2021)

2012.11099 2021-01-18 cs.CL cs.AI

A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training

Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang

Comments Accepted by AAAI 2021;10 pages,6 figures

2009.06613 2021-01-18 cs.CV

High-Resolution Deep Image Matting

Haichao Yu, Ning Xu, Zilong Huang, Yuqian Zhou, Humphrey Shi

Comments AAAI 2021

2004.04662 2021-01-18 cs.LG cs.SD eess.AS

Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences

Andis Draguns, Emīls Ozoliņš, Agris Šostaks, Matīss Apinis, Kārlis Freivalds

Comments 35th AAAI Conference on Artificial Intelligence (AAAI-21)

1911.07346 2021-01-18 cs.LG cs.CV stat.ML

Any-Precision Deep Neural Networks

Haichao Yu, Haoxiang Li, Honghui Shi, Thomas S. Huang, Gang Hua

Comments AAAI 2021

2101.05499 2021-01-15 cs.CL cs.LG

ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information

Ipek Baris, Zeyd Boukhers

Comments to be published in Constraint-2021 Workshop @ AAAI

1509.07553 2021-01-15 stat.ML cs.LG

Linear-time Learning on Distributions with Approximate Kernel Embeddings

Danica J. Sutherland, Junier B. Oliva, Barnabás Póczos, Jeff Schneider

Journal ref AAAI'16: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 2016, 2073-2079

2101.04998 2021-01-14 cs.CL

Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddings

Arkadipta De, Venkatesh E, Kaushal Kumar Maurya, Maunendra Sankar Desarkar

Comments Accepted at Constrain 2021 Workshop in AAAI 2021 Conference

2101.04817 2021-01-14 cs.IR cs.AI cs.CL cs.LG

Discrete Knowledge Graph Embedding based on Discrete Optimization

Yunqi Li, Shuyuan Xu, Bo Liu, Zuohui Fu, Shuchang Liu, Xu Chen, Yongfeng Zhang

Comments Accepted at the AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services

2101.04073 2021-01-14 cs.LG cs.AI cs.CV

Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization

Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

Comments "IAAI Deployed Application Award", IAAI 2021 @ AAAI 2021

2101.03717 2021-01-14 cs.CL

Constraint 2021: Machine Learning Models for COVID-19 Fake News Detection Shared Task

Thomas Felber

Comments Constraint 2021, AAAI 21, 10 pages

2101.04627 2021-01-13 cs.LG cs.AI cs.NI cs.PF

Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service

Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia

Comments 8 pages, Accepted to AAAI 2021

2101.04237 2021-01-13 cs.AI cs.LG

Solving Common-Payoff Games with Approximate Policy Iteration

Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot

Comments AAAI 2021

2101.03700 2021-01-13 cs.CL

AT-BERT: Adversarial Training BERT for Acronym Identification Winning Solution for SDU@AAAI-21

Danqing Zhu, Wangli Lin, Yang Zhang, Qiwei Zhong, Guanxiong Zeng, Weilin Wu, Jiayu Tang

Comments Accepted to SDU @ AAAI 2021, 8 pages, 3 figures

2012.09407 2021-01-13 cs.LG cs.CV

Joint Search of Data Augmentation Policies and Network Architectures

Taiga Kashima, Yoshihiro Yamada, Shunta Saito

Comments AAAI 2021 Workshop: Learning Network Architecture during Training

2012.03420 2021-01-13 cs.LG stat.ML

Towards Generalized Implementation of Wasserstein Distance in GANs

Minkai Xu, Zhiming Zhou, Guansong Lu, Jian Tang, Weinan Zhang, Yong Yu

Comments Accepted by AAAI 2021

2007.04649 2021-01-13 cs.LG stat.ML

Learning to Reweight with Deep Interactions

Yang Fan, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Xiang-Yang Li

Comments Accepted to AAAI-2021

2101.03940 2021-01-12 cs.LG

Predicting Patient Outcomes with Graph Representation Learning

Emma Rocheteau, Catherine Tong, Petar Veličković, Nicholas Lane, Pietro Liò

Comments Accepted at the W3PHIAI-21 and DLG-AAAI'21 workshops at AAAI 2021

2101.03545 2021-01-12 cs.CL cs.LG

A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection

Sourya Dipta Das, Ayan Basak, Saikat Dutta

Comments Accepted to CONSTRAINT Workshop, AAAI'21

2101.03431 2021-01-12 cs.AI cs.CL cs.CV cs.RO

Are We There Yet? Learning to Localize in Embodied Instruction Following

Shane Storks, Qiaozi Gao, Govind Thattai, Gokhan Tur

Comments Accepted to HAI @ AAAI 2021

2101.03382 2021-01-12 cs.CL cs.IR cs.LG

Task Adaptive Pretraining of Transformers for Hostility Detection

Tathagata Raha, Sayar Ghosh Roy, Ujwal Narayan, Zubair Abid, Vasudeva Varma

Comments To be published in: Proceedings of the First Workshop on Combating Online Hostile Posts in Regional Languages during Emergency Situation (CONSTRAINT) at AAAI 2021

2101.03300 2021-01-12 cs.LG cs.AI cs.CR cs.DC cs.NI

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus

Hang Chen, Syed Ali Asif, Jihong Park, Chien-Chung Shen, Mehdi Bennis

Comments 8 pages, 7 figures, AAAI 2021 Workshop - Towards Robust, Secure and Efficient Machine Learning

2101.03291 2021-01-12 cs.CL

Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media

Omar Sharif, Eftekhar Hossain, Mohammed Moshiul Hoque

Comments Shared task description paper in CONSTRAINT workshop collocated with AAAI-2021, 11 pages

2101.03237 2021-01-12 cs.CL

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

Comments In Proceedings of Content Authoring and Design (CAD21) workshop at the Thirty-fifth AAAI Conference on Artificial Intelligence (AAAI-21)

2101.00318 2021-01-12 cs.CV cs.AI cs.LG

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis

Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

Comments Accepted to AAAI 2021

2012.14271 2021-01-12 cs.CL

Towards Fully Automated Manga Translation

Ryota Hinami, Shonosuke Ishiwatari, Kazuhiko Yasuda, Yusuke Matsui

Comments Accepted to AAAI 2021

2012.08687 2021-01-12 cs.CV cs.AI cs.LG

StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding

Jinshan Zeng, Qi Chen, Yunxin Liu, Mingwen Wang, Yuan Yao

Comments 10 pages, our codes and data are available at: https://github.com/JinshanZeng/StrokeGAN

Journal ref AAAI 2021