AAAI - arXivDaily 期刊&会议

2402.14384 2024-02-23 cs.LG

Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection

Hardik Prabhu, Jayaraman Valadi, Pandarasamy Arjunan

Comments Accepted at AI4TS Workshop AAAI 2024

2402.14335 2024-02-23 cs.LG cs.AI stat.ML

HyperFast: Instant Classification for Tabular Data

David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis

Comments 21 pages, 9 figures, AAAI 2024

2402.14269 2024-02-23 cs.GT econ.GN q-fin.EC

Optimal Mechanism in a Dynamic Stochastic Knapsack Environment

Jihyeok Jung, Chan-Oi Song, Deok-Joo Lee, Kiho Yoon

Comments 8 pages, 1 figures, presented in AAAI 38th conference on Artificial Intelligence

2402.14245 2024-02-23 cs.RO cs.AI cs.LG

Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models

Jinyi Liu, Yifu Yuan, Jianye Hao, Fei Ni, Lingzhi Fu, Yibin Chen, Yan Zheng

Comments Presented at AAAI 2024 RL+LLMs Workshop

2312.05928 2024-02-23 cs.CV cs.AI

AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer

Joonwoo Kwon, Sooyoung Kim, Yuewei Lin, Shinjae Yoo, Jiook Cha

Comments Accepted by AAAI 2024

2312.05767 2024-02-23 cs.CV

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

Teng Hu, Jiangning Zhang, Ran Yi, Yuzhen Du, Xu Chen, Liang Liu, Yabiao Wang, Chengjie Wang

Comments AAAI 2024

2308.10561 2024-02-23 cs.CV

Spatial Transform Decoupling for Oriented Object Detection

Hongtian Yu, Yunjie Tian, Qixiang Ye, Yunfan Liu

Comments Accepted by AAAI 2024

2307.09312 2024-02-23 cs.CL cs.LG cs.MM cs.SI

Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media

Liam Hebert, Gaurav Sahu, Yuxuan Guo, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen

Comments Accepted to AAAI 2024 (AI for Social Impact Track)

2305.06594 2024-02-23 cs.SD cs.CV cs.LG cs.MM eess.AS

V2Meow: Meowing to the Visual Beat via Video-to-Music Generation

Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk

Comments accepted at AAAI 2024, music samples available at https://tinyurl.com/v2meow

2402.13987 2024-02-22 cs.LG

A Simple and Yet Fairly Effective Defense for Graph Neural Networks

Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström

Comments Accepted at AAAI-24

2402.13810 2024-02-22 cs.LG

The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank

Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon

Comments Accepted to AAAI-24 main track

2402.13763 2024-02-22 cs.SD eess.AS

Music Style Transfer with Time-Varying Inversion of Diffusion Models

Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming dong, Changsheng Xu

Comments 7 pages, 4 figures, AAAI 2024

2310.03661 2024-02-22 cs.CV

Robustness-Guided Image Synthesis for Data-Free Quantization

Jianhong Bai, Yuchen Yang, Huanpeng Chu, Hualiang Wang, Zuozhu Liu, Ruizhe Chen, Xiaoxuan He, Lianrui Mu, Chengfei Cai, Haoji Hu

Comments Accepted at AAAI 2024

2308.09073 2024-02-22 cs.CL

mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning

Ying Mo, Jian Yang, Jiahao Liu, Qifan Wang, Ruoyu Chen, Jingang Wang, Zhoujun Li

Comments 9 pages, Accepted by AAAI 2024

2310.02529 2024-02-22 cs.SI cs.AI cs.HC

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways

Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang

Comments To appear at AAAI'24. System demo video and more info: info-pathways.github.io

2307.05209 2024-02-22 cs.AI cs.LG

Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning

Guy Azran, Mohamad H. Danesh, Stefano V. Albrecht, Sarah Keren

Comments Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024

2305.15090 2024-02-22 cs.CL cs.AI

STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models

Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang

Comments To appear at AAAI'24. More info is at https://derek.ma/STAR

2402.13252 2024-02-21 cs.CV

Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance Fields

Bo-Yu Cheng, Wei-Chen Chiu, Yu-Lun Liu

Comments AAAI 2024. Project page: https://alex04072000.github.io/Joint-TensoRF/

2402.13188 2024-02-21 cs.CL

Question Calibration and Multi-Hop Modeling for Temporal Question Answering

Chao Xue, Di Liang, Pengfei Wang, Jing Zhang

Comments Accepted by AAAI 2024

2402.13040 2024-02-21 cs.LG cs.AI cs.CE cs.CL q-bio.BM

Text-Guided Molecule Generation with Diffusion Language Model

Haisong Gong, Qiang Liu, Shu Wu, Liang Wang

Comments Accepted by 38th Association for the Advancement of Artificial Intelligence, AAAI

2402.13028 2024-02-21 cs.CL cs.AI

Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables

Haisong Gong, Weizhi Xu, Shu wu, Qiang Liu, Liang Wang

Comments Accepted by 38th Association for the Advancement of Artificial Intelligence, AAAI

2402.12946 2024-02-21 cs.CV

Cell Graph Transformer for Nuclei Classification

Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li

Comments AAAI 2024, Code and models are available at https://github.com/lhaof/CGT

2402.12938 2024-02-21 cs.CV

UniCell: Universal Cell Nucleus Classification via Prompt Learning

Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li

Comments AAAI 2024, Code and models are available at https://github.com/lhaof/UniCell

2402.12905 2024-02-21 cs.DS

Locally Rainbow Paths

Till Fluschnik, Leon Kellerhals, Malte Renken

Comments Accepted at AAAI 2024

2402.12846 2024-02-21 cs.CV cs.AI

ConVQG: Contrastive Visual Question Generation with Multimodal Guidance

Li Mi, Syrielle Montariol, Javiera Castillo-Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia

Comments AAAI 2024. Project page at https://limirs.github.io/ConVQG

2402.12720 2024-02-21 cs.CR cs.AI

Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond

Fangqi Li, Haodong Zhao, Wei Du, Shilin Wang

Comments Accepted by AAAI 2024

2402.12541 2024-02-21 cs.IR

Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation

Yuying Zhao, Yu Wang, Yi Zhang, Pamela Wisniewski, Charu Aggarwal, Tyler Derr

Comments Accepted by AAAI 2024

2402.12411 2024-02-21 cs.SI cs.AI cs.LG

Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks

Yankai Chen, Yixiang Fang, Qiongyan Wang, Xin Cao, Irwin King

Comments Accepted by AAAI 2024

2402.12406 2024-02-21 cs.LG cs.AI cs.CV

Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation

Hyunjune Shin, Dong-Wan Choi

Comments Accepted in AAAI-2024

2401.13129 2024-02-21 cs.CL cs.SE

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains

Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han

Comments 9 pages; Accepted to AAAI 2024 (Code: https://github.com/yuzhimanhua/SEType)