AAAI - arXivDaily 期刊&会议

2412.17856 2025-03-25 cs.LG

Graph Structure Refinement with Energy-based Contrastive Learning

Xianlin Zeng, Yufeng Wang, Yuqi Sun, Guodong Guo, Wenrui Ding, Baochang Zhang

Comments Accepted to AAAI 2025

2503.18317 2025-03-25 cs.LG

Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization

Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang

Comments Published in AAAI 2025

2503.18100 2025-03-25 cs.CV

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving

Xuesong Chen, Shaoshuai Shi, Tao Ma, Jingqiu Zhou, Simon See, Ka Chun Cheung, Hongsheng Li

Comments Accepted by AAAI 2025

2503.18042 2025-03-25 cs.CV

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype

Qiang Wang, Yuhang He, SongLin Dong, Xiang Song, Jizhou Han, Haoyu Luo, Yihong Gong

Comments Accepted at AAAI 2025

2503.17784 2025-03-25 cs.AI

MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation

Xiaodan Zhang, Yanzhao Shi, Junzhong Ji, Chengxin Zheng, Liangqiong Qu

Comments AAAI 2025 Oral Paper

2503.17728 2025-03-25 cs.CV cs.AI

DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis

Yongjin Choi, Chanhun Park, Seung Jun Baek

Comments Accepted at AAAI 2025

2503.17716 2025-03-25 cs.CV

EMPLACE: Self-Supervised Urban Scene Change Detection

Tim Alpherts, Sennay Ghebreab, Nanne van Noord

Comments 7 pages, 7 figures, published at AAAI 2025

2412.04526 2025-03-25 cs.LG cs.CE

Leveraging Multi-modal Representations to Predict Protein Melting Temperatures

Daiheng Zhang, Yan Zeng, Xinyu Hong, Jinbo Xu

Comments Accepted to AAAI 2025 FM4BIO workshop

2408.06010 2025-03-25 cs.CV

DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation

Jisoo Kim, Jungbin Cho, Joonho Park, Soonmin Hwang, Da Eun Kim, Geon Kim, Youngjae Yu

Comments First two authors contributed equally. This is a revised version of the original submission, which has been accepted for publication at AAAI 2025

2401.07115 2025-03-25 cs.AI cs.CL cs.CY cs.HC physics.soc-ph

Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models

Lucio La Cava, Andrea Tagarelli

Comments Accepted and presented at the AAAI 2025 Conference. CHANGES in version v2: (i) Enhanced methodology and evaluation based on BFI in addition to MBTI, with expanded set of LLM agents; (ii) author list changed w.r.t. version (v1), see Acknowledgements

2503.17059 2025-03-24 cs.GR cs.CV cs.SD eess.AS

DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech

Yongkang Cheng, Shaoli Huang, Xuelin Chen, Jifeng Ning, Mingming Gong

Comments Accepted by AAAI 2025

2412.12444 2025-03-24 cs.LG cs.AI

LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers

Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

Comments Accepted by AAAI 2025

2503.17017 2025-03-24 cs.LG cs.CV

Specifying What You Know or Not for Multi-Label Class-Incremental Learning

Aoting Zhang, Dongbao Yang, Chang Liu, Xiaopeng Hong, Yu Zhou

Comments Accepted by AAAI 2025

2503.16666 2025-03-24 cs.LG

Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation

Qiyu Kang, Xuhao Li, Kai Zhao, Wenjun Cui, Yanan Zhao, Weihua Deng, Wee Peng Tay

Comments AAAI Conference on Artificial Intelligence 2025

2503.16461 2025-03-24 cs.HC cs.AI

Rank-O-ToM: Unlocking Emotional Nuance Ranking to Enhance Affective Theory-of-Mind

JiHyun Kim, JuneHyoung Kwon, MiHyeon Kim, Eunju Lee, YoungBin Kim

Comments Accepted to AAAI 2025 Theory of Mind for AI (ToM4AI) Workshop (Spotlight) JiHyun Kim, JuneHyoung Kwon, MiHyeon Kim, and Eunju Lee contributed equally as co-first authors. YoungBin Kim is the corresponding author

2405.20037 2025-03-24 cs.CY

Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages

Taichi Murayama, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai

Comments 33 pages (main: 9 pages), to appear in Proceedings of the International AAAI Conference on Web and Social Media (ICWSM, 2025)

2503.16207 2025-03-21 cs.LG

Neural Variable-Order Fractional Differential Equation Networks

Wenjun Cui, Qiyu Kang, Xuhao Li, Kai Zhao, Wee Peng Tay, Weihua Deng, Yidong Li

Comments AAAI 2025

2503.15948 2025-03-21 cs.CV cs.AI cs.CL

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts

Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Alexander Panchenko, Vasily Konovalov

Comments Proceedings of De-Factify 4: 4nd Workshop on Multimodal Fact Checking and Hate Speech Detection, co-located with AAAI-2025

2503.15908 2025-03-21 cs.CV cs.AI

Enhancing Close-up Novel View Synthesis via Pseudo-labeling

Jiatong Xia, Libo Sun, Lingqiao Liu

Comments Accepted by AAAI 2025

2502.13308 2025-03-21 cs.LG

A Label-Free Heterophily-Guided Approach for Unsupervised Graph Fraud Detection

Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan

Comments 9 pages, 3 figures. Accepted by AAAI 2025

2408.13226 2025-03-21 cs.CV

D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching

Jingyu Liu, Minquan Wang, Ye Ma, Bo Wang, Aozhu Chen, Quan Chen, Peng Jiang, Xirong Li

Comments Accepted by AAAI 2025

2503.15295 2025-03-20 cs.CV

DCA: Dividing and Conquering Amnesia in Incremental Object Detection

Aoting Zhang, Dongbao Yang, Chang Liu, Xiaopeng Hong, Miao Shang, Yu Zhou

Comments Accepted by AAAI 2025

2503.15002 2025-03-20 cs.LG

Scalable Trajectory-User Linking with Dual-Stream Representation Networks

Hao Zhang, Wei Chen, Xingyu Zhao, Jianpeng Qi, Guiyuan Jiang, Yanwei Yu

Comments The paper has been accepted by AAAI 2025

2503.14813 2025-03-20 cs.LG cs.IR

Scaled Supervision is an Implicit Lipschitz Regularizer

Zhongyu Ouyang, Chunhui Zhang, Yaning Jia, Soroush Vosoughi

Comments Accepted to the International AAAI Conference on Web and Social Media (ICWSM 2025)

2503.14567 2025-03-20 cs.LG cs.AI physics.med-ph

SpecReX: Explainable AI for Raman Spectroscopy

Nathan Blake, David A. Kelly, Akchunya Chanchal, Sarah Kapllani-Mucaj, Geraint Thomas, Hana Chockler

Comments AAAI Workshop on Health Intelligencee (W3PHIAI-25)

2501.18137 2025-03-20 cs.LG cond-mat.mtrl-sci cs.AI

Tensor Completion for Surrogate Modeling of Material Property Prediction

Shaan Pakala, Dawon Ahn, Evangelos Papalexakis

Comments 2 page paper presented at the AAAI 2025 Bridge on Knowledge-Guided Machine Learning

2503.14138 2025-03-19 cs.CV cs.AI cs.CY

Exploring Disparity-Accuracy Trade-offs in Face Recognition Systems: The Role of Datasets, Architectures, and Loss Functions

Siddharth D Jaiswal, Sagnik Basu, Sandipan Sikdar, Animesh Mukherjee

Comments This work has been accepted for publication at AAAI ICWSM 2025

2503.14037 2025-03-19 cs.CV

Intra and Inter Parser-Prompted Transformers for Effective Image Restoration

Cong Wang, Jinshan Pan, Liyan Wang, Wei Wang

Comments This version is accepted by the Association for the Advancement of Artificial Intelligence (AAAI-25)

2503.14024 2025-03-19 cs.LG cs.CV

Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection

Pingting Hao, Kunpeng Liu, Wanfu Gao

Comments 9 pages,5 figures, accept in AAAI 25

2503.13906 2025-03-19 cs.CV cs.AI

HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection

Yuhao Qiu, Shuyan Bai, Tingfa Xu, Peifu Liu, Haolin Qin, Jianan Li

Comments AAAI 2025