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International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 2915
2206.13274 2022-06-28 cs.LG stat.AP

Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data

Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer

Comments Accepted for publication at the IJCAI'22 Workshop AI for Time Series Analysis (AI4TS-22)

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2206.10892 2022-06-28 cs.CV cs.AI

I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation

Yiwei Ding, Wenjin Deng, Yinglin Zheng, Pengfei Liu, Meihong Wang, Xuan Cheng, Jianmin Bao, Dong Chen, Ming Zeng

Comments Accepected by IJCAI 2022

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2206.08783 2022-06-28 cs.RO

A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning

Balint Gyevnar, Massimiliano Tamborski, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht

Comments IJCAI Workshop on Artificial Intelligence for Autonomous Driving (AI4AD), 2022

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2206.07167 2022-06-28 cs.AI cs.CL

Understanding Narratives through Dimensions of Analogy

Thiloshon Nagarajah, Filip Ilievski, Jay Pujara

Journal ref IJCAI 2022 workshop on Qualitative Reasoning

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2205.00474 2022-06-28 cs.GT cs.DS

Voting in Two-Crossing Elections

Andrei Constantinescu, Roger Wattenhofer

Comments Accepted by the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI 2022); fixed formatting of Figure 2 and swapped \ceil and \floor in Theorems 16 and 17

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2206.11993 2022-06-27 cs.CL cs.AI cs.LG

A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages

Akhter Al Amin, Kazi Sinthia Kabir

Comments 5 pages, 1 figure, 1 table, IJCAI 2022 Workshop on Diversity in Artificial Intelligence

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2206.10987 2022-06-23 cs.HC cs.AI

Human-AI communication for human-human communication: Applying interpretable unsupervised anomaly detection to executive coaching

Riku Arakawa, Hiromu Yakura

Comments For the Communication in Human-AI Interaction Workshop at the 31st International Joint Conference on Artificial Intelligence

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2206.09591 2022-06-22 cs.CL

Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data

Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang

Journal ref IJCAI-ECAI 2022

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2205.11809 2022-06-22 cs.CV cs.LG

Learning to Assemble Geometric Shapes

Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung, Jaesik Park, Minsu Cho

Comments 11 pages, 9 figures, 9 tables. Accepted at the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022). J. Lee and J. Kim equally contributed

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2204.09826 2022-06-22 cs.CV cs.AI

SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification

Haocong Rao, Chunyan Miao

Comments Accepted at IJCAI 2022 Main Track. The Appendix A for Proof (4 pages) and Appendix B for Experiments (9 pages) are included in the version [v3] at arXiv:2204.09826

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2109.02464 2022-06-22 cs.IR cs.AI cs.CR cs.LG

Practical and Secure Federated Recommendation with Personalized Masks

Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang

Comments 7 pages, International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22)

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1902.08813 2022-06-22 cs.LG cs.SI stat.ML

A Degeneracy Framework for Scalable Graph Autoencoders

Guillaume Salha, Romain Hennequin, Viet Anh Tran, Michalis Vazirgiannis

Comments International Joint Conference on Artificial Intelligence (IJCAI 2019)

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2205.00102 2022-06-22 cs.GT

Manipulating Elections by Changing Voter Perceptions

Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik

Comments IJCAI 2022

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2206.08448 2022-06-20 cs.LG stat.ME

Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data

Zijun Cui, Naiyu Yin, Yuru Wang, Qiang Ji

Comments Accepted to IJCAI 2022

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2206.07948 2022-06-17 cs.AI cs.HC cs.LG

Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts

Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger

Comments Accepted at IJCAI 2022

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2206.07832 2022-06-17 cs.LG

Adaptive Expert Models for Personalization in Federated Learning

Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Šarūnas Girdzijauskas

Comments To appear in International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22). 8 pages

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2205.03811 2022-06-17 cs.LG

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks

Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun

Comments Accepted by IJCAI 2022. arXiv admin note: text overlap with arXiv:2011.14779, arXiv:1912.11006 by other authors

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2201.06346 2022-06-17 cs.CV

Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?

Hwanil Choi, Wonjoon Chang, Jaesik Choi

Comments Accepted at IJCAI-2022

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2201.05544 2022-06-17 cs.AI

BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit

Jiongzhi Zheng, Kun He, Jianrong Zhou, Yan Jin, Chu-Min Li, Felip Manya

Comments Accepted by IJCAI 2022

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2109.04572 2022-06-16 cs.LG cs.AI physics.data-an

Deciphering Environmental Air Pollution with Large Scale City Data

Mayukh Bhattacharyya, Sayan Nag, Udita Ghosh

Comments Accepted as a Oral Spotlight Paper at International Joint Conference of Artificial Intelligence (IJCAI) 2022

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2206.07284 2022-06-16 cs.LG

A Survey on Gradient Inversion: Attacks, Defenses and Future Directions

Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao

Comments Accepted by IJCAI-ECAI 2022

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2205.05871 2022-06-16 cs.SD cs.LG eess.AS

Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio

Yin-Jyun Luo, Sebastian Ewert, Simon Dixon

Comments The paper is accepted to IJCAI 2022

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2109.01656 2022-06-16 cs.LG

Thompson Sampling for Bandits with Clustered Arms

Emil Carlsson, Devdatt Dubhashi, Fredrik D. Johansson

Comments IJCAI-2021. The supplementary material is not part of the IJCAI-21 Proceedings

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2206.06888 2022-06-15 cs.SE cs.CL cs.PL

CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation

Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou

Comments Accepted for publication at IJCAI-ECAI 2022

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2206.06141 2022-06-14 cs.CL cs.CY

Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes

Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya

Comments Accepted for publication at IJCAI-ECAI 2022 (AI for Good Track)

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2104.11106 2022-06-14 cs.AI

Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data

Adrian Remonda, Sarah Krebs, Eduardo Veas, Granit Luzhnica, Roman Kern

Journal ref IJCAI 2019 - Workshop on Scaling-Up Reinforcement Learning:SURL - Macau, China

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2206.06029 2022-06-14 cs.CL cs.AI cs.HC cs.LG

Mediators: Conversational Agents Explaining NLP Model Behavior

Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller

Comments Accepted to IJCAI-ECAI 2022 Workshop on Explainable Artificial Intelligence (XAI)

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2206.05602 2022-06-14 cs.LG

RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting

Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell

Comments Accepted in IJCAI 2022 - Workshop on AI for Time Series Analysis

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2206.05507 2022-06-14 cs.LG

Federated Learning with GAN-based Data Synthesis for Non-IID Clients

Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang

Comments 8 pages. To be published in the International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22)

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2205.01240 2022-06-14 cs.CR cs.AI

Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies

Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar

Comments to be published in IJCAI/ECAI'22

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