AAAI - arXivDaily 期刊&会议

2212.01725 2022-12-06 cs.CY cs.LG

Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

Nathanael Jo, Bill Tang, Kathryn Dullerud, Sina Aghaei, Eric Rice, Phebe Vayanos

Comments To be published in 37th AAAI Conference on Artificial Intelligence

2212.00920 2022-12-06 cs.CV

Geometry-Aware Network for Domain Adaptive Semantic Segmentation

Yinghong Liao, Wending Zhou, Xu Yan, Shuguang Cui, Yizhou Yu, Zhen Li

Comments AAAI 2023

2211.16905 2022-12-06 cs.CV

Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity

Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng

Comments Accepted at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI23)

2211.09210 2022-12-06 cs.HC cs.CV

edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms

Roberto Daza, Aythami Morales, Ruben Tolosana, Luis F. Gomez, Julian Fierrez, Javier Ortega-Garcia

Comments Accepted in "AAAI-23 Conference on Artificial Intelligence (Demonstration Program)"

2210.01425 2022-12-06 cs.CL cs.AI

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing

Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Lei Hou, Juanzi Li, Shi Han, Dongmei Zhang, Jidong Zhai

Comments AAAI 2023 Main Track Long Paper

2208.11640 2022-12-06 cs.SE cs.AI cs.PL

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

Comments 13 pages, Accepted at AAAI 2023

2207.08958 2022-12-06 cs.MA econ.TH

Ballot Length in Instant Runoff Voting

Kiran Tomlinson, Johan Ugander, Jon Kleinberg

Comments 15 pages, 7 figures; extended version of AAAI '23 paper

2203.04713 2022-12-06 cs.CV

Defending Black-box Skeleton-based Human Activity Classifiers

He Wang, Yunfeng Diao, Zichang Tan, Guodong Guo

Comments Accepted in AAAI 2023

2006.12455 2022-12-06 math.OC cs.LG stat.ML

Gradient-Variation Bound for Online Convex Optimization with Constraints

Shuang Qiu, Xiaohan Wei, Mladen Kolar

Comments Accepted in AAAI 2023

2212.01619 2022-12-06 cs.MA cs.LG cs.NI

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

Tingting Yuan, Hwei-Ming Chung, Jie Yuan, Xiaoming Fu

Comments AAAI'23

2212.01610 2022-12-06 cs.CV cs.AI

Exploring Stochastic Autoregressive Image Modeling for Visual Representation

Yu Qi, Fan Yang, Yousong Zhu, Yufei Liu, Liwei Wu, Rui Zhao, Wei Li

Comments Accepted by AAAI 2023

2212.01567 2022-12-06 cs.CV

AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-realistic Style Transfer

Tianwei Lin, Honglin Lin, Fu Li, Dongliang He, Wenhao Wu, Meiling Wang, Xin Li, Yong Liu

Comments To appear in AAAI 2023

2212.01415 2022-12-06 cs.LG

Measuring Competency of Machine Learning Systems and Enforcing Reliability

M. Planer, J. M. Sierchio, for BAE Systems

Comments 2 pages with 1 figure, Appears in Proceedings of AAAI FSS-22 Symposium Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)

2211.16922 2022-12-06 cs.CV

Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos

Jianwei Li, Zitong Yu, Jingang Shi

Comments Accepted by AAAI 2023

2204.03484 2022-12-06 cs.GT

Commitment games with conditional information disclosure

Anthony DiGiovanni, Jesse Clifton

Comments Accepted at AAAI 2023

1905.00629 2022-12-06 cs.AI cs.MA

Frustratingly Easy Truth Discovery

Reshef Meir, Ofra Amir, Omer Ben-Porat, Tsviel Ben-Shabat, Gal Cohensius, Lirong Xia

Comments Full version of a paper accepted to AAAI'23

2212.01189 2022-12-05 cs.LG cs.AI

Denoising after Entropy-based Debiasing A Robust Training Method for Dataset Bias with Noisy Labels

Sumyeong Ahn, Se-Young Yun

Comments 37th AAAI Conference on Artificial Intelligence (AAAI'23)

2212.01188 2022-12-05 cs.CL

Improving Simultaneous Machine Translation with Monolingual Data

Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang

Comments Accepted by AAAI 2023. Extended version includes supplementary material. 10 pages, 4 figures, 8 tables

2212.01145 2022-12-05 cs.CL cs.AI

Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables

Bin Sun, Yitong Li, Fei Mi, Weichao Wang, Yiwei Li, Kan Li

Comments Accepted by AAAI 2023

2212.01136 2022-12-05 cs.LG

Robustness in Fatigue Strength Estimation

Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel

Comments 2nd Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

2212.01026 2022-12-05 cs.LG cs.AI cs.CV

Spectral Feature Augmentation for Graph Contrastive Learning and Beyond

Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King

Comments This paper has been published with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)

2212.01022 2022-12-05 cs.AI

STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning

Nikhil Kumar Singh, Indranil Saha

Comments Full version of the paper to be published in AAAI 2023

2212.01016 2022-12-05 cs.LG cs.AI

Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling

Jiaxin Zhang, Sirui Bi, Victor Fung

Comments This paper is accepted for publication in the 37th AAAI Conference on Artificial Intelligence (AAAI 2023)

2212.01015 2022-12-05 cs.CV cs.AI

Improving Training and Inference of Face Recognition Models via Random Temperature Scaling

Lei Shang, Mouxiao Huang, Wu Shi, Yuchen Liu, Yang Liu, Fei Wang, Baigui Sun, Xuansong Xie, Yu Qiao

Comments AAAI 2023

2212.00992 2022-12-05 cs.LG stat.ML

Stable Learning via Sparse Variable Independence

Han Yu, Peng Cui, Yue He, Zheyan Shen, Yong Lin, Renzhe Xu, Xingxuan Zhang

Comments Accepted by AAAI 2023

2212.00936 2022-12-05 cs.CR stat.AP

Integer Subspace Differential Privacy

Prathamesh Dharangutte, Jie Gao, Ruobin Gong, Fang-Yi Yu

Comments Accepted to AAAI 2023

2212.00926 2022-12-05 cs.LG cs.CY

Fair Generative Models via Transfer Learning

Christopher TH Teo, Milad Abdollahzadeh, Ngai-Man Cheung

Comments Accepted in AAAI-2023

2212.00916 2022-12-05 cs.LO cs.AI cs.FL cs.LG

Learning Temporal Logic Properties: an Overview of Two Recent Methods

Jean-Raphaël Gaglione, Rajarshi Roy, Nasim Baharisangari, Daniel Neider, Zhe Xu, Ufuk Topcu

Comments Appears in Proceedings of AAAI FSS-22 Symposium "Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)"

2212.00904 2022-12-05 cs.AI cs.RO

Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning

Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

Comments AAAI 2023

2212.00850 2022-12-05 cs.CV cs.AI

When Neural Networks Fail to Generalize? A Model Sensitivity Perspective

Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan

Comments Accepted by AAAI 2023