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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9572
2109.04872 2021-12-16 cs.CV cs.MM

Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding

Zhenzhi Wang, Limin Wang, Tao Wu, Tianhao Li, Gangshan Wu

Comments AAAI 2022 Camera Ready Version

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2104.14403 2021-12-16 cs.LG cs.CV

Do Feature Attribution Methods Correctly Attribute Features?

Yilun Zhou, Serena Booth, Marco Tulio Ribeiro, Julie Shah

Comments AAAI 2022. Video summary at https://www.youtube.com/watch?v=kAodFw6jvvo

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2104.11832 2021-12-16 cs.CV cs.CL cs.LG

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

Comments Accepted to AAAI 2022

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2012.14843 2021-12-16 cs.LG

Learning Adversarial Markov Decision Processes with Delayed Feedback

Tal Lancewicki, Aviv Rosenberg, Yishay Mansour

Comments AAAI 2022

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2010.09536 2021-12-16 cs.LG cs.AI

What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator

Hongyao Tang, Zhaopeng Meng, Jianye Hao, Chen Chen, Daniel Graves, Dong Li, Changmin Yu, Hangyu Mao, Wulong Liu, Yaodong Yang, Wenyuan Tao, Li Wang

Comments Accepted as a conference paper on AAAI 2022

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2112.07622 2021-12-15 cs.IR cs.AI cs.CL

ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs

Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin

Comments Accepted at AAAI 2022, preprint version. Supplementary materials are provided in the paper and alternatively can be found at https://github.com/manasgaur/AAAI-22

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2112.07616 2021-12-15 cs.IR cs.LG cs.SI stat.ML

DiPS: Differentiable Policy for Sketching in Recommender Systems

Aritra Ghosh, Saayan Mitra, Andrew Lan

Comments AAAI 2022 with supplementary material

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2112.07525 2021-12-15 cs.GT cs.CY cs.MA cs.SI

On Improving Resource Allocations by Sharing

Robert Bredereck, Andrzej Kaczmarczyk, Junjie Luo, Rolf Niedermeier, Florian Sachse

Comments Accepted at the 36th AAAI Conference on Artificial Intelligence, AAAI-22

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2112.07509 2021-12-15 cs.GT

Liquid Democracy with Ranked Delegations

Markus Brill, Théo Delemazure, Anne-Marie George, Martin Lackner, Ulrike Schmidt-Kraepelin

Comments Accepted at AAAI 2022

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2112.07499 2021-12-15 cs.DS cs.AI cs.DM

Reconfiguring Shortest Paths in Graphs

Kshitij Gajjar, Agastya Vibhuti Jha, Manish Kumar, Abhiruk Lahiri

Comments 28 pages, 14 figures. To be presented at AAAI 2022

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2112.07431 2021-12-15 cs.CV

Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation

Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li

Comments Accept at AAAI 2022, Code is available at https://github.com/XMed-Lab/URN

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2112.07374 2021-12-15 cs.CV

Geometry-Contrastive Transformer for Generalized 3D Pose Transfer

Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao

Comments AAAI 2022

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2112.07241 2021-12-15 cs.CV

Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection

Na Zhao, Gim Hee Lee

Comments Accepted at AAAI 2022

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2112.07198 2021-12-15 cs.CL cs.AI

From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression

Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang

Comments Accepted to AAAI 2022

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2112.03528 2021-12-15 cond-mat.mtrl-sci cs.LG

Physics guided deep learning generative models for crystal materials discovery

Yong Zhao, Edirisuriya MD Siriwardane, Jianjun Hu

Journal ref AAAI Fall Symposium Series (FSS) 2021

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2111.11297 2021-12-15 cs.LG cs.HC

Teaching Humans When To Defer to a Classifier via Exemplars

Hussein Mozannar, Arvind Satyanarayan, David Sontag

Comments AAAI 2022

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2109.11136 2021-12-15 cs.CL

Non-Parametric Online Learning from Human Feedback for Neural Machine Translation

Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Jiajun Chen

Comments Accepted to the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

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2105.10872 2021-12-15 cs.CV cs.AI

CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes

Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuze Zhang, Yuheng Li, Zhi Tang, Wei Chu, Jingdong Chen, Weisi Lin, Kai-Kuang Ma

Comments 9 pages, 7 figures, Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI22

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2103.12248 2021-12-15 cs.CV cs.CL

Multi-Modal Answer Validation for Knowledge-Based VQA

Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi

Comments AAAI 2022

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2103.10621 2021-12-15 cs.CV

Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement

Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin

Comments AAAI 2022

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2007.03797 2021-12-15 cs.LG cs.DC stat.ML

Personalized Cross-Silo Federated Learning on Non-IID Data

Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang

Comments Accepted by AAAI 2021. The API of this work is available at Huawei Cloud (https://developer.huaweicloud.com/develop/aigallery/notebook/detail?id=6d4a9521-6a4d-4b6d-b84d-943d7c7b1cbd), free registration is required before use

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2112.06658 2021-12-14 cs.LG cs.CV

Learning to Learn Transferable Attack

Shuman Fang, Jie Li, Xianming Lin, Rongrong Ji

Comments AAAI 2022

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2112.06538 2021-12-14 cs.CV

Hybrid Graph Neural Networks for Few-Shot Learning

Tianyuan Yu, Sen He, Yi-Zhe Song, Tao Xiang

Comments To appear in AAAI 2022

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2112.06522 2021-12-14 cs.CV

Anatomizing Bias in Facial Analysis

Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa

Comments Accepted in AAAI 2022

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2112.06196 2021-12-14 cs.CL cs.AI

Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation

Patrick Huber, Linzi Xing, Giuseppe Carenini

Comments AAAI 2022

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2112.06070 2021-12-14 cs.LG

A Comparative Study on Robust Graph Neural Networks to Structural Noises

Zeyu Zhang, Yulong Pei

Comments Accepted workshop paper at Deep Learning on Graphs: Method and Applications (DLG-AAAI 2022)

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2112.06055 2021-12-14 cs.AI

Towards Autonomous Satellite Communications: An AI-based Framework to Address System-level Challenges

Juan Jose Garau-Luis, Skylar Eiskowitz, Nils Pachler, Edward Crawley, Bruce Cameron

Comments AAAI Workshop on AI to Accelerate Science and Engineering, at AAAI Conference 2022

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2112.05893 2021-12-14 cs.SD cs.LG eess.AS

Hybrid Neural Networks for On-device Directional Hearing

Anran Wang, Maruchi Kim, Hao Zhang, Shyamnath Gollakota

Journal ref AAAI 2022

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2112.05785 2021-12-14 cs.CL cs.AI cs.LG

TempoQR: Temporal Question Reasoning over Knowledge Graphs

Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis, Soji Adeshina, Phillip R. Howard, Tetiana Grinberg, Nagib Hakim, George Karypis

Comments AAAI 2022

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2112.05777 2021-12-14 cs.GT cs.DS

Theory of and Experiments on Minimally Invasive Stability Preservation in Changing Two-Sided Matching Markets

Niclas Boehmer, Klaus Heeger, Rolf Niedermeier

Comments Accepted to AAAI'22

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