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期刊&会议

AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9572
2211.15979 2022-11-30 eess.SP cs.LG

AirFormer: Predicting Nationwide Air Quality in China with Transformers

Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann

Comments Published at AAAI-23

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2211.15969 2022-11-30 cs.CV

Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference

Yabin Wang, Zhiheng Ma, Zhiwu Huang, Yaowei Wang, Zhou Su, Xiaopeng Hong

Comments This is the accepted version of the Paper & Supp to appear in AAAI 2023. Please cite the final published version. Code is available at https://github.com/iamwangyabin/ESN

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2211.15927 2022-11-30 cs.CL cs.LG

Compressing Cross-Lingual Multi-Task Models at Qualtrics

Daniel Campos, Daniel Perry, Samir Joshi, Yashmeet Gambhir, Wei Du, Zhengzheng Xing, Aaron Colak

Comments accepted to IAAI-23 (part of AAAI-23)

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2211.14670 2022-11-30 cs.GT cs.MA

Mediated Cheap Talk Design (with proofs)

Itai Arieli, Ivan Geffner, Moshe Tennenholtz

Comments To be presented at AAAI'23

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2206.07277 2022-11-30 cs.LG cs.AI

A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise

Jongwoo Ko, Bongsoo Yi, Se-Young Yun

Comments THE 37TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-23)

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2202.07105 2022-11-30 cs.CL cs.AI cs.LG

A Survey on Model Compression and Acceleration for Pretrained Language Models

Canwen Xu, Julian McAuley

Comments Accepted to AAAI 2023

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2111.11745 2022-11-30 cs.CV

Intriguing Findings of Frequency Selection for Image Deblurring

Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen, Yan Wang

Comments AAAI 2023

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2211.15644 2022-11-29 cs.CV

Efficient Mirror Detection via Multi-level Heterogeneous Learning

Ruozhen He, Jiaying Lin, Rynson W. H. Lau

Comments Accepted to AAAI 2023. The code is available at https://github.com/Catherine-R-He/HetNet

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2211.15616 2022-11-29 cs.LG cs.AI

Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data

Andrei Margeloiu, Nikola Simidjievski, Pietro Lio, Mateja Jamnik

Comments Accepted to AAAI-2023

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2211.15324 2022-11-29 cs.AI

Low-resource Personal Attribute Prediction from Conversation

Yinan Liu, Hu Chen, Wei Shen, Jiaoyan Chen

Comments Accepted by AAAI'23

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2211.15313 2022-11-29 cs.CV cs.AI

MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer

Zhizhong Wang, Lei Zhao, Zhiwen Zuo, Ailin Li, Haibo Chen, Wei Xing, Dongming Lu

Comments Accepted by AAAI 2023

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2211.15248 2022-11-29 cs.LO

Efficient Answer Enumeration in Description Logics with Functional Roles -- Extended Version

Carsten Lutz, Marcin Przybylko

Comments This is an extended version of a paper accepted to AAAI'23

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2211.15235 2022-11-29 cs.CV

Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation

Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang

Comments accepted at Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)

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2211.15181 2022-11-29 cs.CV

MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition

Fu-En Wang, Chien-Yi Wang, Min Sun, Shang-Hong Lai

Comments Accepted in AAAI-23; Code: https://github.com/fuenwang/MixFairFace

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2211.15162 2022-11-29 cs.IR cs.CL cs.CV cs.LG

Long-tail Cross Modal Hashing

Zijun Gao, Jun Wang, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi, Jinglin Zhang

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

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2211.15129 2022-11-29 stat.ML cs.AI cs.LG

On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure

Alessio Russo, Alexandre Proutiere

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

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2211.15114 2022-11-29 cs.LG cs.DS

LoNe Sampler: Graph node embeddings by coordinated local neighborhood sampling

Konstantin Kutzkov

Comments Accepted to AAAI 2023. arXiv admin note: substantial text overlap with arXiv:2102.04770

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2211.14752 2022-11-29 cs.LG cs.NE stat.ML

Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks

Chao Li, Hao Xu, Kun He

Comments 12 pages, 7 figures, 8 tables, accepted by AAAI 2023 conference

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2211.14739 2022-11-29 cs.CV cs.AI cs.CL

MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding

Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li

Comments 13 pages, 6 figures, published to AAAI

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2211.14531 2022-11-29 cs.AI cs.DS cs.GT

Equity Promotion in Public Transportation

Anik Pramanik, Pan Xu, Yifan Xu

Comments A preliminary version will appear in the 37th AAAI Conference on Artificial Intelligence (AAAI 23)

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2209.02514 2022-11-29 cs.CV cs.IT math.IT

Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain

Yujun Huang, Bin Chen, Shiyu Qin, Jiawei Li, Yaowei Wang, Tao Dai, Shu-Tao Xia

Comments This work is accepted by the AAAI 2023

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2208.11510 2022-11-29 quant-ph cs.AI cs.LG cs.MA

Quantum Multi-Agent Meta Reinforcement Learning

Won Joon Yun, Jihong Park, Joongheon Kim

Comments (To be) presented at AAAI 2023

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2207.14083 2022-11-29 cs.CV

Weakly-Supervised Camouflaged Object Detection with Scribble Annotations

Ruozhen He, Qihua Dong, Jiaying Lin, Rynson W. H. Lau

Comments Accepted to AAAI 2023. The code and dataset are available at https://github.com/dddraxxx/Weakly-Supervised-Camouflaged-Object-Detection-with-Scribble-Annotations

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2207.04491 2022-11-29 cs.CV

DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer

Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao

Comments Accepted to AAAI 2023

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2206.12933 2022-11-29 cs.LG

Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning

Jiashun Cheng, Man Li, Jia Li, Fugee Tsung

Comments 13 pages; Accepted to AAAI'23

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2202.03597 2022-11-29 cs.LG cs.AI

Local Explanations for Reinforcement Learning

Ronny Luss, Amit Dhurandhar, Miao Liu

Comments Accepted to AAAI 2023

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2106.03844 2022-11-29 cs.CV cs.LG

Mean-Shifted Contrastive Loss for Anomaly Detection

Tal Reiss, Yedid Hoshen

Comments AAAI 2023

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2211.14388 2022-11-29 cs.CY cs.SI

Non-Polar Opposites: Analyzing the Relationship Between Echo Chambers and Hostile Intergroup Interactions on Reddit

Alexandros Efstratiou, Jeremy Blackburn, Tristan Caulfield, Gianluca Stringhini, Savvas Zannettou, Emiliano De Cristofaro

Journal ref 17th International AAAI Conference on Web and Social Media (ICWSM 2023). Please cite accordingly

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2211.14383 2022-11-29 cs.LG cs.CY

Interpreting Unfairness in Graph Neural Networks via Training Node Attribution

Yushun Dong, Song Wang, Jing Ma, Ninghao Liu, Jundong Li

Comments Published as a conference paper at AAAI 2023

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2211.14369 2022-11-29 cs.CL

The Naughtyformer: A Transformer Understands Offensive Humor

Leonard Tang, Alexander Cai, Steve Li, Jason Wang

Comments AAAI-23 Student Abstract

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