AAAI - arXivDaily 期刊&会议

2012.15534 2021-01-01 cs.CL

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions

Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

Comments Accepted at AAAI 2021

2012.15386 2021-01-01 cs.CV cs.LG

Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions

Yuhang Wu, Sunpreet S. Arora, Yanhong Wu, Hao Yang

Comments Accepted at AAAI 2021

2012.15211 2021-01-01 cs.HC

The Challenges of Crowd Workers in Rural and Urban America

Claudia Flores-Saviaga, Yuwen Li, Benjamin V. Hanrahan, Jeffrey Bigham, Saiph Savage

Journal ref Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2020

2012.15112 2021-01-01 cs.CY cs.IT math.IT physics.soc-ph stat.AP

Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data

Juhi Kulshrestha, Marcos Oliveira, Orkut Karacalik, Denis Bonnay, Claudia Wagner

Comments 12 pages, 8 figures. To be published in the proceedings of the International AAAI Conference on Web and Social Media (ICWSM) 2021

2012.14700 2021-01-01 cs.CV cs.IR cs.LG

Image-to-Image Retrieval by Learning Similarity between Scene Graphs

Sangwoong Yoon, Woo Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim

Comments Accepted to AAAI 2021

2012.13121 2021-01-01 cs.LG q-fin.ST

Memory-Gated Recurrent Networks

Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang

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

2012.11849 2021-01-01 stat.ML cs.LG

Selective Forgetting of Deep Networks at a Finer Level than Samples

Tomohiro Hayase, Suguru Yasutomi, Takashi Katoh

Comments 8+2 pages, 6 figures, accepted to AAAI RSEML

2012.03110 2021-01-01 cs.CV

Spectral Distribution Aware Image Generation

Steffen Jung, Margret Keuper

Comments Accepted at AAAI 2021 (conference version). Code: https://github.com/steffen-jung/SpectralGAN

2009.00829 2021-01-01 cs.CL cs.AI

Automated Storytelling via Causal, Commonsense Plot Ordering

Prithviraj Ammanabrolu, Wesley Cheung, William Broniec, Mark O. Riedl

Comments AAAI-21 Camera Ready Version

2006.10222 2021-01-01 cs.LG stat.ML

Class-Attentive Diffusion Network for Semi-Supervised Classification

Jongin Lim, Daeho Um, Hyung Jin Chang, Dae Ung Jo, Jin Young Choi

Comments Accepted to AAAI 2021

2002.10032 2021-01-01 eess.IV cs.CV cs.LG

Generalized Octave Convolutions for Learned Multi-Frequency Image Compression

Mohammad Akbari, Jie Liang, Jingning Han, Chengjie Tu

Comments 13 pages, 10 figures, 5 tables; Extended version of the paper accepted to AAAI 2021

1910.01180 2021-01-01 cs.LG cs.SI stat.ML

Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection

Thomas Magelinski, David Beskow, Kathleen M. Carley

Journal ref AAAI 2020 (pp. 5134-5141)

1906.06589 2021-01-01 cs.LG stat.ML

Membership Privacy for Machine Learning Models Through Knowledge Transfer

Virat Shejwalkar, Amir Houmansadr

Comments To Appear in the 35th AAAI Conference on Artificial Intelligence, 2021

2012.14022 2020-12-29 cs.CL

ALP-KD: Attention-Based Layer Projection for Knowledge Distillation

Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

Comments AAAI 2021. This work has been done while Peyman Passban was at Huawei

2010.01625 2020-12-29 cs.SE cs.AI cs.CL cs.LG

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

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

Comments Accepted in AAAI 2021

2009.07382 2020-12-29 cs.CL

Multi-span Style Extraction for Generative Reading Comprehension

Junjie Yang, Zhuosheng Zhang, Hai Zhao

Comments AAAI-21 SDU Workshop

2005.12696 2020-12-29 cs.CL

Generating Semantically Valid Adversarial Questions for TableQA

Yi Zhu, Yiwei Zhou, Menglin Xia

Comments AAAI 2021 Workshop on Towards Robust, Secure and Efficient Machine Learning

1912.03590 2020-12-29 cs.CV cs.IR cs.MM

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language

Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo

Comments This paper is accepted by AAAI 2020

2012.13085 2020-12-29 cs.LG

Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks

Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong

Comments Accepted by AAAI 2021

2010.00672 2020-12-29 cs.CV eess.IV

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation

Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, K. N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

Comments 9 pages, 9 figures, Accepted at the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

2012.13339 2020-12-25 cs.CL

A Context Aware Approach for Generating Natural Language Attacks

Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi

Comments Accepted as Student Poster at AAAI 2021

2012.13315 2020-12-25 cs.AI

Generalization in portfolio-based algorithm selection

Maria-Florina Balcan, Tuomas Sandholm, Ellen Vitercik

Comments AAAI 2021

2012.13245 2020-12-25 cs.IR cs.LG

A Hybrid Bandit Framework for Diversified Recommendation

Qinxu Ding, Yong Liu, Chunyan Miao, Fei Cheng, Haihong Tang

Comments Accepted by AAAI 2021

2010.11364 2020-12-25 cs.LG math.OC

Sample Efficient Reinforcement Learning with REINFORCE

Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen Boyd

Comments Accepted to AAAI 2021. Fixed typos in constants and enriched the literature review

2009.11407 2020-12-25 cs.LG stat.AP

Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19

Alexander Rodríguez, Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan, B. Aditya Prakash

Comments Appears in AAAI-21

2012.12545 2020-12-24 cs.CV

Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer

Suhyeon Lee, Junhyuk Hyun, Hongje Seong, Euntai Kim

Comments Accepted to AAAI 2021

2012.12482 2020-12-24 cs.CV

Localization in the Crowd with Topological Constraints

Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

Comments AAAI 2021

2012.12465 2020-12-24 cs.CL cs.AI

Future-Guided Incremental Transformer for Simultaneous Translation

Shaolei Zhang, Yang Feng, Liangyou Li

Comments Accepted by AAAI 2021. 9 pages, 5 figures

2012.09290 2020-12-24 cs.CV cs.GR cs.MM

Self-Supervised Sketch-to-Image Synthesis

Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal

Comments AAAI-2021

2012.08033 2020-12-24 cs.AI

General Policies, Serializations, and Planning Width

Blai Bonet, Hector Geffner

Comments Longer version of AAAI-2021 paper that includes proofs and more explanations