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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9571
2501.15074 2025-01-28 cs.CV cs.AI

PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures

Shreya Shukla, Nakul Sharma, Manish Gupta, Anand Mishra

Comments Accepted at AAAI 2025 (Main Track). Project page: https://vl2g.github.io/projects/PatentLMM/

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2501.15052 2025-01-28 cs.CV cs.AI cs.MM

Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval

Bingjun Luo, Jinpeng Wang, Wang Zewen, Junjie Zhu, Xibin Zhao

Comments Accepted by AAAI 2025

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2501.15007 2025-01-28 cs.AI cs.CE q-bio.QM

Controllable Protein Sequence Generation with LLM Preference Optimization

Xiangyu Liu, Yi Liu, Silei Chen, Wei Hu

Comments Accepted in the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

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2501.14985 2025-01-28 cs.LG

DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment

Yusif Ibrahimov, Tarique Anwar, Tommy Yuan

Comments The paper is accepted for AAAI Workshop on Health Intelligence (W3PHIAI-25)

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2501.08328 2025-01-28 cs.CL cs.AI cs.GT

PokerBench: Training Large Language Models to become Professional Poker Players

Richard Zhuang, Akshat Gupta, Richard Yang, Aniket Rahane, Zhengyu Li, Gopala Anumanchipalli

Comments AAAI 2025

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2501.03495 2025-01-28 cs.CV cs.LG

Textualize Visual Prompt for Image Editing via Diffusion Bridge

Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

Comments AAAI 2025

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2412.16233 2025-01-28 cs.CV cs.AI cs.LG cs.NI

WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network

Zhendong Liu, Le Zhang, Bing Li, Yingjie Zhou, Zhenghua Chen, Ce Zhu

Comments 9 pages, 4 figures, AAAI 2025

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2412.12791 2025-01-28 cs.CV cs.AI cs.MM

Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning

Shiping Ge, Qiang Chen, Zhiwei Jiang, Yafeng Yin, Liu Qin, Ziyao Chen, Qing Gu

Comments Accepted by AAAI 2025

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2408.14721 2025-01-28 cs.LG cs.AI cs.CL

PAT: Pruning-Aware Tuning for Large Language Models

Yijiang Liu, Huanrui Yang, Youxin Chen, Rongyu Zhang, Miao Wang, Yuan Du, Li Du

Comments Accepted by AAAI 2025

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2408.12325 2025-01-28 cs.CL

Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators

Dingkang Yang, Dongling Xiao, Jinjie Wei, Mingcheng Li, Zhaoyu Chen, Ke Li, Lihua Zhang

Comments Accepted by AAAI 2025. We recommend reading this version as it contains more complete details than the camera ready version

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2407.15255 2025-01-28 cs.AI

Explaining Decisions of Agents in Mixed-Motive Games

Maayan Orner, Oleg Maksimov, Akiva Kleinerman, Charles Ortiz, Sarit Kraus

Comments To be published in AAAI 2025

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2403.10650 2025-01-28 cs.CV cs.LG

PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation

Sarthak Kumar Maharana, Baoming Zhang, Yunhui Guo

Comments AAAI 2025

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2403.07921 2025-01-28 cs.LG cs.AI cs.CL

Merino: Entropy-driven Design for Generative Language Models on IoT Devices

Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang

Comments AAAI 2025

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2402.17564 2025-01-28 cs.CL

Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers

Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen

Comments AAAI 2025

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2501.14309 2025-01-27 cs.CV

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities

Zhibo Tian, Ruijie Quan, Fan Ma, Kun Zhan, Yi Yang

Comments AAAI 2025 oral

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2501.14231 2025-01-27 cs.CV

Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images

Yihui Li, Chengxin Lv, Hongyu Yang, Di Huang

Comments 11 pages, 6 figures,accepted by AAAI 2025

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2412.19289 2025-01-27 cs.CV cs.AI cs.CL cs.LG

ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning

Taewhan Kim, Soeun Lee, Si-Woo Kim, Dong-Jin Kim

Comments Accepted to AAAI 2025

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2412.17640 2025-01-27 cs.CV

Hierarchical Vector Quantization for Unsupervised Action Segmentation

Federico Spurio, Emad Bahrami, Gianpiero Francesca, Juergen Gall

Comments To be published in Conference on Artificial Intelligence (AAAI) 2025

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2409.18592 2025-01-27 cs.CV cs.RO

From One to the Power of Many: Invariance to Multi-LiDAR Perception from Single-Sensor Datasets

Marc Uecker, J. Marius Zöllner

Comments Accepted for publication at the ML4AD Workshop @ AAAI Conference 2025

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2409.08027 2025-01-27 cs.CY cs.HC cs.LG

iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback

Vinitra Swamy, Davide Romano, Bhargav Srinivasa Desikan, Oana-Maria Camburu, Tanja Käser

Comments Accepted at AAAI 2025

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2409.06016 2025-01-27 cs.AI cs.LG

Deep Generative Model for Mechanical System Configuration Design

Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman

Comments Accepted to AAAI-25

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2304.06701 2025-01-27 cs.LG cs.AI cs.CY cs.HC

Learning Personalized Decision Support Policies

Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar

Comments AAAI 2025

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2501.13533 2025-01-24 cs.AI cs.LG

Towards a Theory of AI Personhood

Francis Rhys Ward

Comments AAAI-25 AI Alignment Track

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2501.13493 2025-01-24 cs.LG cs.AI

GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

Zehao Liu, Mengzhou Gao, Pengfei Jiao

Comments Accepted to AAAI 2025

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2412.01957 2025-01-24 cs.AI

Usage Governance Advisor: From Intent to AI Governance

Elizabeth M. Daly, Sean Rooney, Seshu Tirupathi, Luis Garces-Erice, Inge Vejsbjerg, Frank Bagehorn, Dhaval Salwala, Christopher Giblin, Mira L. Wolf-Bauwens, Ioana Giurgiu, Michael Hind, Peter Urbanetz

Comments 9 pages, 8 figures, AAAI workshop submission

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2408.12574 2025-01-24 cs.AI cs.CL cs.CV cs.LG

MuMA-ToM: Multi-modal Multi-Agent Theory of Mind

Haojun Shi, Suyu Ye, Xinyu Fang, Chuanyang Jin, Leyla Isik, Yen-Ling Kuo, Tianmin Shu

Comments AAAI-25 (Oral). Project website: https://scai.cs.jhu.edu/projects/MuMA-ToM/ Code: https://github.com/SCAI-JHU/MuMA-ToM

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2408.10738 2025-01-24 cs.CR

PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection

Tri Cao, Chengyu Huang, Yuexin Li, Huilin Wang, Amy He, Nay Oo, Bryan Hooi

Comments Accepted at AAAI 2025 (Oral)

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2408.09916 2025-01-24 cs.CV cs.CL

Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit

Qizhou Chen, Taolin Zhang, Chengyu Wang, Xiaofeng He, Dakan Wang, Tingting Liu

Comments Accepted to AAAI-2025 as an oral presentation

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2501.13120 2025-01-24 cs.CL cs.AI cs.LG cs.MA

Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness

Ambreesh Parthasarathy, Chandrasekar Subramanian, Ganesh Senrayan, Shreyash Adappanavar, Aparna Taneja, Balaraman Ravindran, Milind Tambe

Comments Accepted at the AAAI-2025 Deployable AI Workshop

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2208.00630 2025-01-24 cs.SI cs.CY

Identifying Influential Brokers on Social Media from Social Network Structure

Sho Tsugawa, Kohei Watabe

Comments 12 pages, 4 figures, to appear in Proceedings of the International AAAI Conference on Web and Social Media (ICWSM, 2023)

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