AAAI - arXivDaily 期刊&会议

2212.07086 2023-01-05 cs.CV

NLIP: Noise-robust Language-Image Pre-training

Runhui Huang, Yanxin Long, Jianhua Han, Hang Xu, Xiwen Liang, Chunjing Xu, Xiaodan Liang

Comments AAAI 2023

2301.01352 2023-01-05 cs.LG cs.CV

WLD-Reg: A Data-dependent Within-layer Diversity Regularizer

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Comments accepted at AAAI 2023. arXiv admin note: substantial text overlap with arXiv:2106.06012

2211.11216 2023-01-05 cs.SD cs.CL eess.AS

Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task

Shangda Wu, Maosong Sun

Comments Accepted by the Creative AI Across Modalities workshop at AAAI 2023

2301.01162 2023-01-04 cs.SD cs.CL eess.AS

Language Models are Drummers: Drum Composition with Natural Language Pre-Training

Li Zhang, Chris Callison-Burch

Comments Accepted to the 1st workshop on Creative AI across Modalities in AAAI 2023

2301.01019 2023-01-04 cs.CV

Correlation Loss: Enforcing Correlation between Classification and Localization

Fehmi Kahraman, Kemal Oksuz, Sinan Kalkan, Emre Akbas

Comments Accepted to AAAI 2023

2212.14284 2023-01-04 cs.CV cs.LG

Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning

Bingchen Huang, Zhineng Chen, Peng Zhou, Jiayin Chen, Zuxuan Wu

Comments 9 pages, 3 figures, Accepted on AAAI 2023

2211.15457 2023-01-04 cs.LG

Hypernetworks for Zero-shot Transfer in Reinforcement Learning

Sahand Rezaei-Shoshtari, Charlotte Morissette, Francois Robert Hogan, Gregory Dudek, David Meger

Comments AAAI 2023

2206.13404 2023-01-04 eess.AS cs.AI cs.SD

Avocodo: Generative Adversarial Network for Artifact-free Vocoder

Taejun Bak, Junmo Lee, Hanbin Bae, Jinhyeok Yang, Jae-Sung Bae, Young-Sun Joo

Comments Accepted for publication in the 37th AAAI conference on artificial intelligence (AAAI 2023)

2301.00561 2023-01-03 cs.LG cs.CR

Local Differential Privacy for Sequential Decision Making in a Changing Environment

Pratik Gajane

Comments Accepted at AAAI Privacy Preserving Artificial Intelligence (PPAI), 2023. arXiv admin note: text overlap with arXiv:1708.05033

2301.00512 2023-01-03 cs.LG

On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects

Sumana Basu, Marc-André Legault, Adriana Romero-Soriano, Doina Precup

Comments Accepted to AAAI 2023

2301.00189 2023-01-03 cs.AI cs.LG

Mapping Knowledge Representations to Concepts: A Review and New Perspectives

Lars Holmberg, Paul Davidsson, Per Linde

Comments 10 pages, four figures, presented at AAAI-22 workshop-18: Explainable Agency in Artificial Intelligence

2301.00015 2023-01-03 cs.LG cs.AI

Self-organization Preserved Graph Structure Learning with Principle of Relevant Information

Qingyun Sun, Jianxin Li, Beining Yang, Xingcheng Fu, Hao Peng, Philip S. Yu

Comments Accepted by AAAI 2023

2209.00349 2023-01-03 cs.CV cs.GR

FLAME: Free-form Language-based Motion Synthesis & Editing

Jihoon Kim, Jiseob Kim, Sungjoon Choi

Comments AAAI 2023

2212.14317 2023-01-02 cs.GT cs.AI cs.MA

Safe Subgame Resolving for Extensive Form Correlated Equilibrium

Chun Kai Ling, Fei Fang

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 36(5), 5116-5123 (2022)

2212.14099 2023-01-02 cs.CV

Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning

Tarun Narayanan, Ajay Krishnan, Anirudh Koul, Siddha Ganju

Comments AAAI Fall Symposium 2022

2212.13495 2023-01-02 cs.CV cs.LG

Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos

Zixiao Wang, Junwu Weng, Chun Yuan, Jue Wang

Comments Accepted by AAAI 2023

2212.01174 2023-01-02 cs.LG

Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning

Jacob Adamczyk, Argenis Arriojas, Stas Tiomkin, Rahul V. Kulkarni

Comments Conference paper accepted in the Main track for AAAI-2023

2212.11219 2022-12-29 cs.HC cs.CL cs.CY

On Safe and Usable Chatbots for Promoting Voter Participation

Bharath Muppasani, Vishal Pallagani, Kausik Lakkaraju, Shuge Lei, Biplav Srivastava, Brett Robertson, Andrea Hickerson, Vignesh Narayanan

Comments 7 pages, In AAAI 2023 Workshop on AI for Credible Elections

2212.13517 2022-12-29 cs.CV

Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting

Zixuan Ye, Yutong Dai, Chaoyi Hong, Zhiguo Cao, Hao Lu

Comments Accepted to AAAI 2023; 11 pages, 9 figures; Code is available at https://github.com/coconuthust/composition_styles

2212.13378 2022-12-29 cs.CL cs.SD eess.AS

Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation

Tomer Wullach, Shlomo E. Chazan

Comments Accepted to AAAI 2023

2212.13202 2022-12-27 cs.LG

2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance

Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio

Comments Accepted at the 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023

2212.12732 2022-12-27 cs.CV

Frequency Regularization for Improving Adversarial Robustness

Binxiao Huang, Chaofan Tao, Rui Lin, Ngai Wong

Comments accepted by AAAI 2023 workshop

2212.12672 2022-12-27 cs.CL cs.AI cs.HC

Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text

Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Sherry Shi, Chris Callison-Burch

Comments AAAI 2023 Long Paper. Code is available at https://github.com/liamdugan/human-detection

2211.16231 2022-12-27 cs.CV

Curriculum Temperature for Knowledge Distillation

Zheng Li, Xiang Li, Lingfeng Yang, Borui Zhao, Renjie Song, Lei Luo, Jun Li, Jian Yang

Comments AAAI 2023

2209.14603 2022-12-27 cs.CR cs.CV cs.LG eess.IV

Dataset Distillation for Medical Dataset Sharing

Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama

Comments Accepted by AAAI-23 Workshop on Representation Learning for Responsible Human-Centric AI

2212.12533 2022-12-26 cs.IR cs.AI cs.LG

Adaptive Risk-Aware Bidding with Budget Constraint in Display Advertising

Zhimeng Jiang, Kaixiong Zhou, Mi Zhang, Rui Chen, Xia Hu, Soo-Hyun Choi

Comments Accepted by AI for Web Advertising Workshop, AAAI 2023

2212.11730 2022-12-23 cs.AI cs.LG

TransPath: Learning Heuristics For Grid-Based Pathfinding via Transformers

Daniil Kirilenko, Anton Andreychuk, Aleksandr Panov, Konstantin Yakovlev

Comments Pre-print of the paper accepted to AAAI'23

2212.11548 2022-12-23 cs.CV

Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method

Tao Wang, Kaihao Zhang, Tianrun Shen, Wenhan Luo, Bjorn Stenger, Tong Lu

Comments Accepted at AAAI 2023. #AAAI2023

2208.04278 2022-12-23 cs.CV cs.GR cs.LG

Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation

Ayaan Haque, Hankyu Moon, Heng Hao, Sima Didari, Jae Oh Woo, Patrick Bangert

Comments AAAI 2023

2107.04782 2022-12-23 cs.CV

TA2N: Two-Stage Action Alignment Network for Few-shot Action Recognition

Shuyuan Li, Huabin Liu, Rui Qian, Yuxi Li, John See, Mengjuan Fei, Xiaoyuan Yu, Weiyao Lin

Comments Published in AAAI 2022