AAAI - arXivDaily 期刊&会议

2412.10185 2024-12-16 cs.AI cs.LG

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient

Tobias Meggendorfer, Maximilian Weininger, Patrick Wienhöft

Comments Accepted for publication at AAAI'25. Extended version with full appendix, 26 pages

2412.10176 2024-12-16 cs.CV

UN-DETR: Promoting Objectness Learning via Joint Supervision for Unknown Object Detection

Haomiao Liu, Hao Xu, Chuhuai Yue, Bo Ma

Comments Accepted by AAAI-2025;15 pages, 11figures

2412.09912 2024-12-16 cs.CV

All-in-One: Transferring Vision Foundation Models into Stereo Matching

Jingyi Zhou, Haoyu Zhang, Jiakang Yuan, Peng Ye, Tao Chen, Hao Jiang, Meiya Chen, Yangyang Zhang

Comments Accepted by AAAI 2025

2412.09843 2024-12-16 cs.LG cs.AI stat.ML

Learning Structural Causal Models from Ordering: Identifiable Flow Models

Minh Khoa Le, Kien Do, Truyen Tran

Comments Accepted at AAAI 2025

2412.09827 2024-12-16 cs.CL cs.CV

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models

Changqun Li, Chaofan Ding, Kexin Luan, Xinhan Di

Comments 6 Pages, 3 figures accepted by AAAI 2025 CoLoRAI - Connecting Low-Rank Representations in AI Workshop

2412.09770 2024-12-16 cs.AI

Learning Visually Grounded Domain Ontologies via Embodied Conversation and Explanation

Jonghyuk Park, Alex Lascarides, Subramanian Ramamoorthy

Comments Accepted to, and to appear in the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

2412.09698 2024-12-16 stat.ML cs.LG

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity

Matej Benko, Iwona Chlebicka, Jørgen Endal, Błażej Miasojedow

Comments To appear in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-25)

2412.09296 2024-12-16 cs.CV

GoHD: Gaze-oriented and Highly Disentangled Portrait Animation with Rhythmic Poses and Realistic Expression

Ziqi Zhou, Weize Quan, Hailin Shi, Wei Li, Lili Wang, Dong-Ming Yan

Comments Accepted by AAAI 2025

2412.09202 2024-12-16 cs.CV

Temporal Action Localization with Cross Layer Task Decoupling and Refinement

Qiang Li, Di Liu, Jun Kong, Sen Li, Hui Xu, Jianzhong Wang

Comments Accepted in AAAI 2025

2412.08901 2024-12-16 cs.LG cs.AI

Radiology Report Generation via Multi-objective Preference Optimization

Ting Xiao, Lei Shi, Peng Liu, Zhe Wang, Chenjia Bai

Comments Accepted by AAAI 2025

2412.08841 2024-12-16 cs.AI

Structural Entropy Guided Probabilistic Coding

Xiang Huang, Hao Peng, Li Sun, Hui Lin, Chunyang Liu, Jiang Cao, Philip S. Yu

Comments This paper is accepted by AAAI 2025

2412.07144 2024-12-16 cs.AI cs.CL

Political Actor Agent: Simulating Legislative System for Roll Call Votes Prediction with Large Language Models

Hao Li, Ruoyuan Gong, Hao Jiang

Comments Accepted at AAAI 2025

2410.22130 2024-12-16 cs.AI cs.LO

Solving Epistemic Logic Programs using Generate-and-Test with Propagation

Jorge Fandinno, Lute Lillo

Comments Accepted for publication in the Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence

2409.00755 2024-12-16 cs.CV cs.AI

Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification

Haojian Huang, Chuanyu Qin, Zhe Liu, Kaijing Ma, Jin Chen, Han Fang, Chao Ban, Hao Sun, Zhongjiang He

Comments Accepted to AAAI 2025

2407.11242 2024-12-16 q-bio.GN cs.CL

Bridging Sequence-Structure Alignment in RNA Foundation Models

Heng Yang, Renzhi Chen, Ke Li

Comments Accepted by AAAI 2025

2406.18916 2024-12-16 cs.CL cs.AI

TrustUQA: A Trustful Framework for Unified Structured Data Question Answering

Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen

Comments Accepted by AAAI 2025

2406.07828 2024-12-16 cs.CV

Spatial Annealing for Efficient Few-shot Neural Rendering

Yuru Xiao, Deming Zhai, Wenbo Zhao, Kui Jiang, Junjun Jiang, Xianming Liu

Comments AAAI 2025, code available at https://github.com/pulangk97/SANeRF

2402.01886 2024-12-16 cs.LG cs.AI

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators

Mark Beliaev, Ramtin Pedarsani

Comments 11 pages, 4 figures, extended version of AAAI publication

2412.09407 2024-12-13 cs.AI cs.MA

Uncommon Belief in Rationality

Qi Shi, Pavel Naumov

Comments The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)

2412.09258 2024-12-13 cs.CV

FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection

Ke Li, Di Wang, Zhangyuan Hu, Shaofeng Li, Weiping Ni, Lin Zhao, Quan Wang

Comments This work is accepted by AAAI 2025

2412.09173 2024-12-13 cs.CL

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks

Jiashu Yao, Heyan Huang, Zeming Liu, Haoyu Wen, Wei Su, Boao Qian, Yuhang Guo

Comments Accepted to AAAI 2025

2412.09050 2024-12-13 cs.CV

ContextHOI: Spatial Context Learning for Human-Object Interaction Detection

Mingda Jia, Liming Zhao, Ge Li, Yun Zheng

Comments in proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25)

2412.09030 2024-12-13 cs.LG cs.AI

RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction

Zhihao Ding, Ting Zhang, Yiran Li, Jieming Shi, Chen Jason Zhang

Comments 12 pages, 4 figures. This is the extended version of the paper accepted at AAAI 2025, which includes all technical appendices and additional experimental details

2409.16925 2024-12-13 cs.CV

Game4Loc: A UAV Geo-Localization Benchmark from Game Data

Yuxiang Ji, Boyong He, Zhuoyue Tan, Liaoni Wu

Comments AAAI 2025, Project page: https://yux1angji.github.io/game4loc/

2407.17847 2024-12-13 cs.CV

Move and Act: Enhanced Object Manipulation and Background Integrity for Image Editing

Pengfei Jiang, Mingbao Lin, Fei Chao

Comments Accepted by AAAI 2025

2402.05541 2024-12-13 cs.LG cs.AI cs.DC

FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning

Jialuo He, Wei Chen, Xiaojin Zhang

Comments AAAI 2025

2412.08979 2024-12-13 cs.LG cs.CV

A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter

Zirun Guo, Xize Cheng, Yangyang Wu, Tao Jin

Comments Accepted at AAAI 2025

2412.08975 2024-12-13 cs.CV

Elevating Flow-Guided Video Inpainting with Reference Generation

Suhwan Cho, Seoung Wug Oh, Sangyoun Lee, Joon-Young Lee

Comments AAAI 2025

2412.08965 2024-12-13 cs.CV cs.AI

AFFAKT: A Hierarchical Optimal Transport based Method for Affective Facial Knowledge Transfer in Video Deception Detection

Zihan Ji, Xuetao Tian, Ye Liu

Comments Accepted by AAAI 2025

2412.08947 2024-12-13 cs.CV cs.AI

Selective Visual Prompting in Vision Mamba

Yifeng Yao, Zichen Liu, Zhenyu Cui, Yuxin Peng, Jiahuan Zhou

Comments in Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25)