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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9572
2211.11210 2022-11-24 cs.CV cs.AI cs.IR

Contrastive Masked Autoencoders for Self-Supervised Video Hashing

Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shutao Xia

Comments This work is accepted by the AAAI 2023. 9 pages, 6 figures, 6 tables

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2208.03985 2022-11-24 cs.CL

Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework

Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang

Comments Accepted in AAAI 2023; 7 pages

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2112.08676 2022-11-24 cs.LG cond-mat.mtrl-sci

Machine Learning-Accelerated Computational Solid Mechanics: Application to Linear Elasticity

Rajat Arora

Comments 3 figures, 9 pages, Accepted in AAAI 2022: Workshop on AI to Accelerate Science and Engineering (AI2ASE)

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2208.11290 2022-11-24 cs.LG cs.CR

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels

Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah

Comments AAAI 2023

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2211.12256 2022-11-23 cs.CV

VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions

Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng

Comments Camera ready for AAAI 2023. Code is available at https://github.com/BIT-DA/VBLC

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2211.12234 2022-11-23 cs.LG

A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract)

Li-Chun Huang, Nai-Zen Hseuh, Yen-Che Chien, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng

Comments Accepted by AAAI 2023 Student Abstract, code is available at https://github.com/wywyWang/CoachAI-Projects/tree/main/Strategic%20Environment

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2211.12151 2022-11-23 cs.LG cs.AI stat.ME

Reinforcement Causal Structure Learning on Order Graph

Dezhi Yang, Guoxian Yu, Jun Wang, Zhengtian Wu, Maozu Guo

Comments Accepted by the Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI2023)

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2211.12091 2022-11-23 cs.LG cs.AI

Online Detection Of Supply Chain Network Disruptions Using Sequential Change-Point Detection for Hawkes Processes

Khurram Yamin, Haoyun Wang, Benoit Montreuil, Yao Xie

Comments Accepted to AAAI 2023 Workshop on Graphs and more Complex structures for Learning and Reasoning

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2211.11979 2022-11-23 cs.LG cs.AI

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh

Comments Accepted for publication in AAAI 2023

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2211.11049 2022-11-23 cs.CL cs.AI

Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues

Shivani Kumar, Ishani Mondal, Md Shad Akhtar, Tanmoy Chakraborty

Comments Accepted at AAAI 2023. 11 Pages; 14 Tables; 3 Figures

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2210.13952 2022-11-23 cs.CL cs.AI cs.IR

KnowGL: Knowledge Generation and Linking from Text

Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya, Owen Cornec, Alfio Massimiliano Gliozzo

Comments AAAI-23 Demo Track

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2201.11676 2022-11-23 cs.LG stat.ML

Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap

Carlos Mougan, Dan Saattrup Nielsen

Comments 7+6 pages. Accepted at AAAI'23 Safe and Robust AI track

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2111.11294 2022-11-23 cs.IR cs.LG

Scaling Law for Recommendation Models: Towards General-purpose User Representations

Kyuyong Shin, Hanock Kwak, Su Young Kim, Max Nihlen Ramstrom, Jisu Jeong, Jung-Woo Ha, Kyung-Min Kim

Comments Accepted at AAAI 2023. This version includes the technical appendix

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2211.11699 2022-11-22 cs.AI cs.LG cs.LO

Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report)

Nico Potyka, Xiang Yin, Francesca Toni

Comments Accepted for presentation at AAAI 2023. Contains appendix with proofs and additional details about experiments

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2211.11649 2022-11-22 cs.LG cs.AI

Implicit Training of Energy Model for Structure Prediction

Shiv Shankar, Vihari Piratla

Comments AAAI

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2211.10815 2022-11-22 cs.LG math.OC

Non-stationary Risk-sensitive Reinforcement Learning: Near-optimal Dynamic Regret, Adaptive Detection, and Separation Design

Yuhao Ding, Ming Jin, Javad Lavaei

Comments 33 pages,3 figures, AAAI 2023. arXiv admin note: text overlap with arXiv:2111.03947, arXiv:2102.05406 by other authors

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2207.10862 2022-11-22 cs.CV

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility

Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah

Comments 8 pages, 3 figures, to appear at AAAI-2023

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2211.11576 2022-11-22 cs.LG stat.AP

Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic

Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala

Comments AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges, Nov 17-19, 2022

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2211.11226 2022-11-22 cs.CL cs.AI

Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams

Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong

Comments Accepted by AAAI-2023

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2211.11225 2022-11-22 cs.SD cs.LG eess.AS

TimbreCLIP: Connecting Timbre to Text and Images

Nicolas Jonason, Bob L. T. Sturm

Comments Submitted to AAAI workshop on creative AI across modalities

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2211.11160 2022-11-22 cs.CL

Unsupervised Explanation Generation via Correct Instantiations

Sijie Cheng, Zhiyong Wu, Jiangjie Chen, Zhixing Li, Yang Liu, Lingpeng Kong

Comments Accepted to AAAI-23

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2211.11153 2022-11-22 cs.LG cs.CL cs.CV

Unifying Vision-Language Representation Space with Single-tower Transformer

Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak

Comments AAAI 2023, 11 pages

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2211.10927 2022-11-22 cs.CV

GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point Clouds

Jiahao Nie, Zhiwei He, Yuxiang Yang, Mingyu Gao, Jing Zhang

Comments Accepted to AAAI 2023. The source code and models will be available at https://github.com/haooozi/GLT-T

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2211.10856 2022-11-22 cs.LG cs.IT math.IT

Diffeomorphic Information Neural Estimation

Bao Duong, Thin Nguyen

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

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2211.10837 2022-11-22 cs.LG stat.CO

Non-reversible Parallel Tempering for Deep Posterior Approximation

Wei Deng, Qian Zhang, Qi Feng, Faming Liang, Guang Lin

Comments Accepted by AAAI 2023

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2211.10801 2022-11-22 cs.CV cs.AI cs.LG

Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training

Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

Comments AAAI 2023

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2207.01991 2022-11-22 cs.LG cs.CR

Conflicting Interactions Among Protection Mechanisms for Machine Learning Models

Sebastian Szyller, N. Asokan

Comments To appear in AAAI 2023; this is an extended technical report. 11 tables, 3 figures

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2204.05351 2022-11-22 cs.LG

Graph Ordering Attention Networks

Michail Chatzianastasis, Johannes F. Lutzeyer, George Dasoulas, Michalis Vazirgiannis

Comments Accepted at AAAI 2023

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2203.03821 2022-11-22 cs.CV

CF-ViT: A General Coarse-to-Fine Method for Vision Transformer

Mengzhao Chen, Mingbao Lin, Ke Li, Yunhang Shen, Yongjian Wu, Fei Chao, Rongrong Ji

Comments Accepted by AAAI 2023

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2201.12513 2022-11-22 cs.SI

The Geography of Facebook Groups in the United States

Amaç Herdağdelen, Lada Adamic, Bogdan State

Comments To be presented at AAAI ICWSM '23. Replication data is available at https://doi.org/10.7910/DVN/OYQVEP

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