AAAI - arXivDaily 期刊&会议

1910.00741 2021-09-17 cs.MA cs.CL cs.CV cs.IT cs.LG math.IT

Emergence of Writing Systems Through Multi-Agent Cooperation

Shresth Verma, Joydip Dhar

Comments Under Review as Student Abstract at AAAI'20

2109.06309 2021-09-15 cs.CY

Fairness and Data Protection Impact Assessments

Atoosa Kasirzadeh, Damian Clifford

Journal ref AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society

2109.05797 2021-09-14 cs.CL

Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet

Xingwei He, Victor O. K. Li

Comments Accepted by AAAI 2021

2109.05395 2021-09-14 cs.CL

Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning

Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li

Comments Accepted to AAAI 2021

2109.05178 2021-09-14 cs.CL

College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion

Mohammad Arif Ul Alam

Comments Submitted to 36th AAAI Conference on Artificial Intelligence (AAAI) 2022

2109.03495 2021-09-14 cs.CV

Temporal RoI Align for Video Object Recognition

Tao Gong, Kai Chen, Xinjiang Wang, Qi Chu, Feng Zhu, Dahua Lin, Nenghai Yu, Huamin Feng

Comments Accpeted by AAAI 2021

2109.04735 2021-09-13 cs.CV

Temporal Pyramid Transformer with Multimodal Interaction for Video Question Answering

Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou

Comments Submitted to AAAI'22

2109.04300 2021-09-10 cs.LG cs.CV

Energy Attack: On Transferring Adversarial Examples

Ruoxi Shi, Borui Yang, Yangzhou Jiang, Chenglong Zhao, Bingbing Ni

Comments Under Review for AAAI-22

2109.04015 2021-09-10 cs.LG

Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation

Yuntao Du, Haiyang Yang, Mingcai Chen, Juan Jiang, Hongtao Luo, Chongjun Wang

Comments Submitted to AAAI 2022

2001.01290 2021-09-10 cs.CV

General Partial Label Learning via Dual Bipartite Graph Autoencoder

Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

Comments 8 pages

Journal ref AAAI, vol. 34, no. 07, pp. 10502-10509, Apr. 2020

1904.12490 2021-09-08 cs.CV

Learning Meta Model for Zero- and Few-shot Face Anti-spoofing

Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu, Zezheng Wang, Zitong Yu, Tianyu Fu, Feng Zhou, Jingping Shi, Zhen Lei

Comments Accepted by AAAI2020

Journal ref AAAI-2020

2006.06332 2021-09-07 stat.ML cs.IT cs.LG math.IT

A Variational Approach to Privacy and Fairness

Borja Rodríguez-Gálvez, Ragnar Thobaben, Mikael Skoglund

Comments Accepted at the ITW 2021 conference. Previously presented at the PPAI-21 workshop from the AAAI-21 conference. Content distribution: 5 pages of main content + 2 pages of references + 11 pages of supplementary material

2012.11148 2021-09-07 cs.ET cs.LG physics.optics

Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization

Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Comments 7 pages content, 2 pages of reference, 6 figures, 4 tables, accepted to Association for the Advancement of Artificial Intelligence (AAAI) 2021

2102.05714 2021-09-06 cs.LG cs.AI

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation

Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar

Comments Accepted by AAAI 2021; Fixed a typo in equation 3

2007.07804 2021-09-03 cs.LG stat.ML

Newton Optimization on Helmholtz Decomposition for Continuous Games

Giorgia Ramponi, Marcello Restelli

Comments In 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 35 (2021) 11325-11333

2008.00627 2021-09-03 cs.CV

Learning to Purify Noisy Labels via Meta Soft Label Corrector

Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

Comments 12 pages,6 figures

Journal ref AAAI 2021

2012.03236 2021-08-31 cs.CV cs.AI cs.LG

Cross-Layer Distillation with Semantic Calibration

Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Yan Feng, Chun Chen

Comments Extended version of our previous AAAI-2021 paper

2009.08626 2021-08-31 cs.CV cs.LG eess.IV

Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change

Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic

Comments Published in the proceedings of AAAI 2021

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 35(17), 15286-15292 (2021)

2012.11967 2021-08-30 cs.CL cs.IR cs.LG

g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection

Anna Glazkova, Maksim Glazkov, Timofey Trifonov

Comments The winning solution at the Constraint shared task (AAAI-2021)

Journal ref Combating Online Hostile Posts in Regional Languages during Emergency Situation, 116-127, 2021. Springer, Cham

2108.07804 2021-08-19 cs.CY cs.AI

A Framework for Understanding AI-Induced Field Change: How AI Technologies are Legitimized and Institutionalized

Benjamin Cedric Larsen

Comments 10 pages, 2 figures

Journal ref In Proceedings of the 2021 AAAI ACM Conference on AI Ethics and Society

2101.10241 2021-08-19 cs.CV

RGB-D Salient Object Detection via 3D Convolutional Neural Networks

Qian Chen, Ze Liu, Yi Zhang, Keren Fu, Qijun Zhao, Hongwei Du

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 2021, 35(2), 1063-1071

2012.08270 2021-08-18 cs.CV

FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth Completion

Lina Liu, Xibin Song, Xiaoyang Lyu, Junwei Diao, Mengmeng Wang, Yong Liu, Liangjun Zhang

Comments 9 pages, 5 figures. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

2012.14395 2021-08-17 cs.CV cs.AI

Enhanced Regularizers for Attributional Robustness

Anindya Sarkar, Anirban Sarkar, Vineeth N Balasubramanian

Comments 15 pages, 18 figures, Accepted at AAAI 2021. Code at https://github.com/tataiani/Enhanced_regularizers_attributional_robustness

2009.08435 2021-08-17 cs.LG cs.CR cs.CV stat.ML

Large Norms of CNN Layers Do Not Hurt Adversarial Robustness

Youwei Liang, Dong Huang

Comments AAAI 2021, including Appendix, 15 pages, 4 figures

2006.07986 2021-08-10 cs.IT cs.CR cs.CY cs.LG math.IT stat.ML

Fairness Under Feature Exemptions: Counterfactual and Observational Measures

Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover

Comments Accepted at the IEEE Transactions on Information Theory (Shorter version at AAAI 2020 as an oral presentation)

2009.08449 2021-08-09 cs.LG stat.ML

'Less Than One'-Shot Learning: Learning N Classes From M<N Samples

Ilia Sucholutsky, Matthias Schonlau

Journal ref Sucholutsky, I. and Schonlau, M. 2021. 'Less Than One'-Shot Learning: Learning N Classes From M < N Samples. Proceedings of the AAAI Conference on Artificial Intelligence. 35, 11 (May 2021), 9739-9746

1911.03809 2021-08-09 cs.LG stat.ML

Meta Label Correction for Noisy Label Learning

Guoqing Zheng, Ahmed Hassan Awadallah, Susan Dumais

Comments AAAI 2021

1609.03938 2021-08-06 cs.GT cs.CG

Envy-Free Division of Land

Erel Segal-Halevi, Shmuel Nitzan, Avinatan Hassidim, Yonatan Aumann

Comments A preliminary version named 'Envy-free cake-cutting in two dimensions' appeared in the proceedings of AAAI 2015 (https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/viewPaper/9656). The main additions here are: (a) handling multi-dimensional resources of arbitrary shape rather than just rectangles, (b) handling an arbitrary number n of agents rather than just 2 or 3, (c) rewriting most proofs

2103.01624 2021-08-05 eess.IV cs.CV

Efficient Deep Image Denoising via Class Specific Convolution

Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren

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

2012.07464 2021-08-04 cs.AI

Online Action Recognition

Alejandro Suárez-Hernández, Javier Segovia-Aguas, Carme Torras, Guillem Alenyà

Comments Accepted version in AAAI 21: https://ojs.aaai.org/index.php/AAAI/article/view/17423