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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9570
2404.18598 2025-02-25 cs.CV cs.GR

Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation

Tianyidan Xie, Rui Ma, Qian Wang, Xiaoqian Ye, Feixuan Liu, Ying Tai, Zhenyu Zhang, Lanjun Wang, Zili Yi

Comments 18 pages, 15 figures, project page: https://anywheremultiagent.github.io, Accepted at AAAI 2025

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2404.03784 2025-02-25 cs.LG cs.AI cs.CV

A Layer Selection Approach to Test Time Adaptation

Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawe, Yann Pequignot, Frederic Precioso, Christian Gagne

Comments 19 pages, 8 figures, Accepted at AAAI 2025

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2401.15603 2025-02-25 cs.LG cs.SI

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua

Comments Accepted by AAAI-24

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2312.10114 2025-02-25 cs.CV

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring

Nikolaos Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick

Comments Accepted at the 39th Annual AAAI Conference on Artificial Intelligence, AI for Social Impact track

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2502.16294 2025-02-25 cs.LG cs.AI

TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data

Ege Onur Taga, M. Emrullah Ildiz, Samet Oymak

Comments To appear in AAAI-2025 as a conference paper

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2502.15959 2025-02-25 cs.AI

A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models

Yuchen Jiang, Xinyuan Zhao, Yihang Wu, Ahmad Chaddad

Comments Accepted in AAAI 2025

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2502.15901 2025-02-25 cs.LG

TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress

Onat Gungor, Amanda Sofie Rios, Nilesh Ahuja, Tajana Rosing

Comments Accepted for an oral presentation at AAAI-25 AI4TS

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2502.15816 2025-02-25 cs.DC

GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices

Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin

Comments AAAI 2025 Spring Symposium Series (SSS), GenAI@Edge: Empowering Generative AI at the Edge Symposium

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2502.15732 2025-02-25 cs.LG cs.AI cs.DB cs.SE

Data Wrangling Task Automation Using Code-Generating Language Models

Ashlesha Akella, Krishnasuri Narayanam

Comments Accepted at AAAI 2025 Demo

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2501.17216 2025-02-25 cs.LG

Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting

Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu

Comments Accepted by AAAI 2025

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2501.05156 2025-02-25 cs.RO

State-Based Disassembly Planning

Chao Lei, Nir Lipovetzky, Krista A. Ehinger

Comments Accepted at AAAI 2025 (extended version)

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2501.01982 2025-02-25 cs.CV cs.AI cs.CL

Is Your Image a Good Storyteller?

Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu

Comments Accepted by AAAI 2025

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2401.16412 2025-02-25 cs.AI cs.GT cs.LG cs.MA econ.TH

Learning to Manipulate under Limited Information

Wesley H. Holliday, Alexander Kristoffersen, Eric Pacuit

Comments Final version for Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)

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2502.15040 2025-02-24 cs.CL cs.AI

Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation

Yun-Wei Chu, Kai Zhang, Christopher Malon, Martin Renqiang Min

Comments GenAI4Health - AAAI '25

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2502.15032 2025-02-24 cs.LG

GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data

Rui Deng, Ziqi Li, Mingshu Wang

Comments Accepted in the main technical track of the AAAI 2025

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2502.15017 2025-02-24 cs.LG cs.CR

Interpreting Adversarial Attacks and Defences using Architectures with Enhanced Interpretability

Akshay G Rao, Chandrashekhar Lakshminarayanan, Arun Rajkumar

Comments Publication accepted at AAAI Deployable AI conference 2025 (proof - accepted-papers?authuser=0" target="_blank" rel="noopener">https://sites.google.com/view/dai-2025/accepted-papers?authuser=0) Total 17 pages

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2502.15005 2025-02-24 cs.CL cs.AI cs.HC

A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems

Lew Lefton, Kexin Rong, Chinar Dankhara, Lila Ghemri, Firdous Kausar, A. Hannibal Hamdallahi

Comments 6 pages, 2 figures, AAAI 2025 Workshop on A Translational Institute for Knowledge Axiomatization

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2501.07653 2025-02-24 cs.AI cs.LO

Large Language Models for Interpretable Mental Health Diagnosis

Brian Hyeongseok Kim, Chao Wang

Comments Accepted at AAAI 2025 Workshop on Large Language Models and Generative AI for Health (GenAI4Health)

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2412.19229 2025-02-24 cs.LG cs.DC

Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning

Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li

Comments Accepted by AAAI 2025

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2412.11807 2025-02-24 cs.CV cs.AI

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection

Xiaoran Xu, Jiangang Yang, Wenhui Shi, Siyuan Ding, Luqing Luo, Jian Liu

Comments Accepted to AAAI,2025

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2412.07277 2025-02-24 cs.CV cs.CR

Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger

Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-peng Tan, Alex Kot

Comments Accept by AAAI 2025 (Also fix the typo mistakes in line 9 of the Algorithm 2 in the AAAI camera-ready version)

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2408.10575 2025-02-24 cs.CV

MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval

Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang

Comments Accepted by AAAI 2025

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2408.07416 2025-02-24 cs.CV

Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space

Hyunjee Lee, Youngsik Yun, Jeongmin Bae, Seoha Kim, Youngjung Uh

Comments AAAI 2025. Project page: https://hyunji12.github.io/Open3DRF

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2401.13329 2025-02-24 cs.CV

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval

Dezhao Luo, Shaogang Gong, Jiabo Huang, Hailin Jin, Yang Liu

Comments AAAI-25

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2502.14919 2025-02-24 q-bio.QM cs.LG

Optimizing Gene-Based Testing for Antibiotic Resistance Prediction

David Hagerman, Anna Johnning, Roman Naeem, Fredrik Kahl, Erik Kristiansson, Lennart Svensson

Comments Accepted to AAAI-25 AISI

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2502.14412 2025-02-21 cs.CV cs.CR cs.LG

Evaluating Precise Geolocation Inference Capabilities of Vision Language Models

Neel Jay, Hieu Minh Nguyen, Trung Dung Hoang, Jacob Haimes

Comments AAAI 2025 Workshop DATASAFE

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2502.14394 2025-02-21 cs.CL

Enhancing Portuguese Variety Identification with Cross-Domain Approaches

Hugo Sousa, Rúben Almeida, Purificação Silvano, Inês Cantante, Ricardo Campos, Alípio Jorge

Comments AAAI 2025

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2502.14385 2025-02-21 cs.CL

Tradutor: Building a Variety Specific Translation Model

Hugo Sousa, Satya Almasian, Ricardo Campos, Alípio Jorge

Comments AAAI 2025

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2502.14344 2025-02-21 cs.CV

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism

Yu Liang, Wenjie Wei, Ammar Belatreche, Honglin Cao, Zijian Zhou, Shuai Wang, Malu Zhang, Yang Yang

Comments 9 pages, 8 figures, AAAI conference

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2502.14264 2025-02-21 cs.AI

SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics

Fernando Martinez-Lopez, Juntao Chen, Yingdong Lu

Comments To appear in: AAAI 2025 Workshop on Planning and Reinforcement Learning (PRL) - Bridging the Gap Between AI Planning and Reinforcement Learning

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