AAAI - arXivDaily 期刊&会议

2112.13259 2021-12-28 cs.CL cs.AI cs.LG

Deeper Clinical Document Understanding Using Relation Extraction

Hasham Ul Haq, Veysel Kocaman, David Talby

Comments Accepted to SDU (Scientific Document Understanding) workshop at AAAI 2022

2112.13029 2021-12-28 cs.LG stat.ML

Gaussian Process Bandits with Aggregated Feedback

Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong

Comments to be published in 36th AAAI Conference on Artificial Intelligence (2022)

2112.12916 2021-12-28 cs.CV cs.AI

Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition

Yue He, Chen Chen, Jing Zhang, Juhua Liu, Fengxiang He, Chaoyue Wang, Bo Du

Comments Accepted by AAAI-22

2112.03719 2021-12-28 cs.CL

GKS: Graph-based Knowledge Selector for Task-oriented Dialog System

Jen-Chieh Yang, Jia-Yan Wu, Sung-Ping Chang, Ya-Chieh Huang

Comments Accepted to The Tenth Dialog System Technology Challenge Workshop at Association for the Advancement of Artificial Intelligence (AAAI) 2022

2112.03398 2021-12-28 cs.LG cs.CV

Top-Down Deep Clustering with Multi-generator GANs

Daniel de Mello, Renato Assunção, Fabricio Murai

Comments Accepted to AAAI 2022

2103.10021 2021-12-28 cs.CR

Secure Watermark for Deep Neural Networks with Multi-task Learning

Fangqi Li, Shilin Wang

Comments The updated version of this manuscript would appear in the AAAI-2022 Workshop on Artificial Intelligence Safety (SafeAI)

2012.14936 2021-12-28 stat.ML cs.LG

Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler

Jianwen Xie, Zilong Zheng, Ping Li

Journal ref Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), pp10441--10451, 2021

2112.12728 2021-12-24 cs.LG stat.ML

Latent Time Neural Ordinary Differential Equations

Srinivas Anumasa, P. K. Srijith

Comments Accepted at AAAI-2022

2112.12484 2021-12-24 cs.CV

Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction

Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu

Comments To appear in the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), February 2022

2112.12441 2021-12-24 cs.CL

TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations

Xin Tian, Xinxian Huang, Dongfeng He, Yingzhan Lin, Siqi Bao, Huang He, Liankai Huang, Qiang Ju, Xiyuan Zhang, Jian Xie, Shuqi Sun, Fan Wang, Hua Wu, Haifeng Wang

Comments Accepted to the AAAI-22 DSTC10 Workshop. First three authors contributed equally to this work

2112.12402 2021-12-24 cs.CV

Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier

Youngjo Lee, Hongje Seong, Euntai Kim

Comments Accepted to AAAI 2022

2112.11037 2021-12-24 cs.CV

SOIT: Segmenting Objects with Instance-Aware Transformers

Xiaodong Yu, Dahu Shi, Xing Wei, Ye Ren, Tingqun Ye, Wenming Tan

Comments AAAI 2022

2105.14217 2021-12-24 cs.CV

Less is More: Pay Less Attention in Vision Transformers

Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

Comments Accepted to AAAI 2022

2103.13173 2021-12-24 cs.CV

PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation

Yihua Cheng, Yiwei Bao, Feng Lu

Comments Paper is accepted by AAAI 2022

2112.11915 2021-12-23 cs.CL cs.AI

Automatic Product Copywriting for E-Commerce

Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

Comments Accepted by AAAI 2022/IAAI 2022 under the track of "Highly Innovative Applications of AI"

2112.11895 2021-12-23 cs.CV

Few-shot Font Generation with Weakly Supervised Localized Representations

Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

Comments First two authors contributed equally. This is a journal extension of our AAAI 2021 paper arXiv:2009.11042; Code: https://github.com/clovaai/lffont and https://github.com/clovaai/fewshot-font-generation

2112.11740 2021-12-23 cs.CL

A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition

Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, Jinsong Su

Comments Accepted at AAAI 2022

2112.11696 2021-12-23 q-bio.GN cs.LG cs.SI

RepBin: Constraint-based Graph Representation Learning for Metagenomic Binning

Hansheng Xue, Vijini Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin

Comments Accepted by AAAI-2022

2112.11547 2021-12-23 cs.CV cs.AI cs.LG cs.MM

Decompose the Sounds and Pixels, Recompose the Events

Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li, Peng Dai, Juwei Lu

Comments Accepted at AAAI 2022

2103.04623 2021-12-23 cs.LG cs.AI

Consistency Regularization for Adversarial Robustness

Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin

Comments Published as a conference proceeding for AAAI 2022

2010.09770 2021-12-23 cs.LG cs.AI

Learning by Competition of Self-Interested Reinforcement Learning Agents

Stephen Chung

Comments 13 pages, 4 figures; to be published in Thirty-Sixth AAAI Conference on Artificial Intelligence

2112.11450 2021-12-22 cs.LG cs.AI cs.CV

Max-Margin Contrastive Learning

Anshul Shah, Suvrit Sra, Rama Chellappa, Anoop Cherian

Comments Accepted at AAAI 2022

2112.11420 2021-12-22 math.OC

Zeroth-order Optimization for Composite Problems with Functional Constraints

Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

Comments AAAI 2022

2112.11209 2021-12-22 cs.CY cs.AI cs.LG

Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations

Sein Minn, Jill-Jenn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu

Comments AAAI Symposium on Educational Advances in Artificial Intelligence EAAI-22. arXiv admin note: text overlap with arXiv:2012.12218

2112.11040 2021-12-22 cs.LG cs.CR

Distributed Machine Learning and the Semblance of Trust

Dmitrii Usynin, Alexander Ziller, Daniel Rueckert, Jonathan Passerat-Palmbach, Georgios Kaissis

Comments Accepted at The Third AAAI Workshop on Privacy-Preserving Artificial Intelligence

2112.10977 2021-12-22 cs.CV cs.LG

ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization

Zichen Yang, Jie Qin, Di Huang

Comments Accepted to AAAI 2022

2112.10884 2021-12-22 cs.LG

Learning Bayesian Networks in the Presence of Structural Side Information

Ehsan Mokhtarian, Sina Akbari, Fateme Jamshidi, Jalal Etesami, Negar Kiyavash

Comments 20 pages, 7 figures, 5 tables, AAAI 2022 conference

2112.10082 2021-12-22 cs.CV

MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks

Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy

Comments Accepted by AAAI 2022. The first two authors contributed equally. Project page: https://yzhq97.github.io/mocanet/

2112.07376 2021-12-22 cs.LO cs.DB

Answering Queries with Negation over Existential Rules

Stefan Ellmauthaler, Markus Krötzsch, Stephan Mennicke

Comments Technical report of our AAAI 2022 paper

2112.02143 2021-12-22 cs.RO cs.AI

CTIN: Robust Contextual Transformer Network for Inertial Navigation

Bingbing Rao, Ehsan Kazemi, Yifan Ding, Devu M Shila, Frank M. Tucker, Liqiang Wang

Comments Accepted as technical research paper in 36th AAAI Conference on Artificial Intelligence, 2022