AAAI - arXivDaily 期刊&会议

2212.04281 2022-12-09 cs.CR cs.AI cs.GT cs.LG

Simulation of Attacker Defender Interaction in a Noisy Security Game

Erick Galinkin, Emmanouil Pountourakis, John Carter, Spiros Mancoridis

Comments Accepted at AAAI-23 Workshop on Artificial Intelligence and Cybersecurity (AICS)

2212.03969 2022-12-09 cs.HC

Too Slow to Be Useful? On Incorporating Humans in the Loop of Smart Speakers

Shih-Hong Huang, Chieh-Yang Huang, Yuxin Deng, Hua Shen, Szu-Chi Kuan, Ting-Hao 'Kenneth' Huang

Comments This document is the extended technical report of the "Too Slow to Be Useful? On Incorporating Humans in the Loop of Smart Speakers" paper by the authors. The paper was accepted by the Works-in-Progress and Demonstration track of the 10th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2022 WiP/Demo) https://youtu.be/iMDsX52VWGY

2212.03943 2022-12-09 cs.CV

Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing

Kaicheng Li, Hongyu Yang, Binghui Chen, Pengyu Li, Biao Wang, Di Huang

Comments Accepted by AAAI 2023

2212.03869 2022-12-09 cs.CL cs.AI cs.CY cs.IR cs.LG stat.ML

Pre-Training With Scientific Text Improves Educational Question Generation

Hamze Muse, Sahan Bulathwela, Emine Yilmaz

Comments In Proceedings of AAAI Conference on Artificial Intelligence 2023

2210.15107 2022-12-09 cs.CV

Boosting Point Clouds Rendering via Radiance Mapping

Xiaoyang Huang, Yi Zhang, Bingbing Ni, Teng Li, Kai Chen, Wenjun Zhang

Comments Accepted by Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)

2208.12294 2022-12-09 cs.LG cs.CR

DPAUC: Differentially Private AUC Computation in Federated Learning

Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang

Comments The Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Track on Safe and Robust AI. arXiv admin note: substantial text overlap with arXiv:2205.12412

2112.13267 2022-12-09 cs.LG cs.CR

Task and Model Agnostic Adversarial Attack on Graph Neural Networks

Kartik Sharma, Samidha Verma, Sourav Medya, Arnab Bhattacharya, Sayan Ranu

Comments To appear as a full paper in AAAI 2023

2212.03840 2022-12-08 cs.LG cs.CY

Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations

Yuying Zhao, Yu Wang, Tyler Derr

Comments Accepted by AAAI 2023

2212.03697 2022-12-08 stat.ML cs.LG

Leveraging Structure for Improved Classification of Grouped Biased Data

Daniel Zeiberg, Shantanu Jain, Predrag Radivojac

Comments AAAI 2023

2212.03692 2022-12-08 cs.CL

Transformer-Based Named Entity Recognition for French Using Adversarial Adaptation to Similar Domain Corpora

Arjun Choudhry, Pankaj Gupta, Inder Khatri, Aaryan Gupta, Maxime Nicol, Marie-Jean Meurs, Dinesh Kumar Vishwakarma

Comments Author version of Student Abstract to appear in AAAI 2023 - Student Abstract and Poster Program

2212.03499 2022-12-08 cs.CV cs.AI

Learning Continuous Depth Representation via Geometric Spatial Aggregator

Xiaohang Wang, Xuanhong Chen, Bingbing Ni, Zhengyan Tong, Hang Wang

Comments Accepted to AAAI 2023. Code is available at https://github.com/nana01219/GeoDSR

2212.03433 2022-12-08 cs.CV

Learning Action-Effect Dynamics from Pairs of Scene-graphs

Shailaja Keyur Sampat, Pratyay Banerjee, Yezhou Yang, Chitta Baral

Comments 5 pages, 6 figures; Accepted at 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) workshop, AAAI 2023

2212.00780 2022-12-08 cs.CV cs.AI

Universe Points Representation Learning for Partial Multi-Graph Matching

Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

Comments To appear in AAAI 2023

2211.15900 2022-12-08 cs.CV

Towards More Robust Interpretation via Local Gradient Alignment

Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon

Comments 22 pages (9 pages in paper, 13 pages in Appendix), 9 figures, 6 tables Accepted in AAAI 23 (Association for the Advancement of Artificial Intelligence)

2210.15392 2022-12-08 cs.CV

LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise

He Wang, Lin Wan, He Tang

Comments 8 pages, 6 figures, accepted by AAAI 2023

2210.05989 2022-12-08 eess.SY cs.AI cs.RO cs.SY

Probabilities Are Not Enough: Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty

Thom Badings, Licio Romao, Alessandro Abate, Nils Jansen

Comments Accepted at AAAI 2023

2205.14594 2022-12-08 cs.CV

Revisiting the Importance of Amplifying Bias for Debiasing

Jungsoo Lee, Jeonghoon Park, Daeyoung Kim, Juyoung Lee, Edward Choi, Jaegul Choo

Comments Accepted to AAAI 2023

2202.13870 2022-12-08 cs.NI cs.LG cs.SY eess.SY

Simulating Network Paths with Recurrent Buffering Units

Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkata N. Padmanabhan

Comments Accepted in AAAI 2023, 19 pages, 14 figures

2110.12662 2022-12-08 eess.SY cs.AI cs.RO cs.SY

Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise

Thom S. Badings, Alessandro Abate, Nils Jansen, David Parker, Hasan A. Poonawala, Marielle Stoelinga

Journal ref AAAI 2022 (distinguished paper)

2212.03112 2022-12-07 cs.DB cs.IR cs.LG

Fast Online Hashing with Multi-Label Projection

Wenzhe Jia, Yuan Cao, Junwei Liu, Jie Gui

Comments This paper is accepted by AAAI Conference on Artificial Intelligence (AAAI), 2023

2212.02995 2022-12-07 cs.CL

Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment

Weixiang Zhao, Yanyan Zhao, Zhuojun Li, Bing Qin

Comments Accepted by AAAI 2023

2212.02845 2022-12-07 cs.CV cs.AI

SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud

Yan Wang, Junbo Yin, Wei Li, Pascal Frossard, Ruigang Yang, Jianbing Shen

Comments Accepted by AAAI 2023

2206.06460 2022-12-07 cs.SE cs.AI

MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning

Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé

Comments Accepted by AAAI 2023

2212.02384 2022-12-06 cs.CL

Addressing Distribution Shift at Test Time in Pre-trained Language Models

Ayush Singh, John E. Ortega

Comments Accepted to 2nd International Workshop on Practical Deep Learning in the Wild at AAAI 2023

2212.02082 2022-12-06 cs.CV

Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning

Jianfeng Dong, Shengkai Sun, Zhonglin Liu, Shujie Chen, Baolong Liu, Xun Wang

Comments Accepted by AAAI 2023. The code is available at http://github.com/HuiGuanLab/HiCo

2212.01982 2022-12-06 cs.CV

Exploring Stroke-Level Modifications for Scene Text Editing

Yadong Qu, Qingfeng Tan, Hongtao Xie, Jianjun Xu, Yuxin Wang, Yongdong Zhang

Comments Accepted to AAAI 2023

2212.01893 2022-12-06 cs.CV

Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering

Duy M. H. Nguyen, Hoang Nguyen, Mai T. N. Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag

Comments Accepted at AAAI 2023

2212.01803 2022-12-06 cs.CV

Controllable Image Captioning via Prompting

Ning Wang, Jiahao Xie, Jihao Wu, Mingbo Jia, Linlin Li

Comments To appear in AAAI 2023

2212.01778 2022-12-06 eess.AS cs.AI cs.CL cs.SD

Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data

Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu

Comments Accepted to AAAI 2023

2212.01739 2022-12-06 cs.CL

KPT: Keyword-guided Pre-training for Grounded Dialog Generation

Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang

Comments Accepted by AAAI 2023