AAAI - arXivDaily 期刊&会议

2312.11835 2024-01-23 cs.LG math.OC

Provably Convergent Federated Trilevel Learning

Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang

Comments Accepted at AAAI 2024

2307.15567 2024-01-23 cs.CV

Panoptic Scene Graph Generation with Semantics-Prototype Learning

Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann

Comments AAAI 2024

2307.04408 2024-01-23 cs.CL

TIM: Teaching Large Language Models to Translate with Comparison

Jiali Zeng, Fandong Meng, Yongjing Yin, Jie Zhou

Comments AAAI 2024

2303.05105 2024-01-23 cs.CV

MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation

Minh-Quan Le, Tam V. Nguyen, Trung-Nghia Le, Thanh-Toan Do, Minh N. Do, Minh-Triet Tran

Comments Accepted at AAAI 2024 (oral presentation)

2401.02610 2024-01-23 cs.CV

DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning

Jincen Jiang, Lizhi Zhao, Xuequan Lu, Wei Hu, Imran Razzak, Meili Wang

Comments Accepted to AAAI 2024

2312.15407 2024-01-23 cs.CL

A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators

Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li

Comments An extended version of AAAI-2024 camera-ready paper (appendix included, 16 pages)

2312.11976 2024-01-23 cs.LG cs.AI

When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection

Dongmin Kim, Sunghyun Park, Jaegul Choo

Comments Accepted to AAAI 2024, 17 pages, https://github.com/carrtesy/M2N2

2312.11532 2024-01-23 cs.CL cs.AI cs.LG

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation

YoungJoon Yoo, Jongwon Choi

Comments Published in the 38th annual AAAI conference on Artificial Intelligence

2308.00783 2024-01-23 cs.CV

Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking

Mingzhan Yang, Guangxin Han, Bin Yan, Wenhua Zhang, Jinqing Qi, Huchuan Lu, Dong Wang

Comments Accepted to AAAI 2024

2212.05758 2024-01-23 cs.CV

BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios

Zhiwei Lin, Yongtao Wang, Shengxiang Qi, Nan Dong, Ming-Hsuan Yang

Comments Accepted at AAAI 2024

2205.14540 2024-01-23 cs.CV cs.LG

SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners

Feng Liang, Yangguang Li, Diana Marculescu

Comments Edge Intelligence Workshop Workshop at AAAI 2024

2401.10840 2024-01-22 cs.CY cs.AI cs.LG

Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems

Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou

Journal ref Published in AAAI 2024

2401.10405 2024-01-22 cs.LG

Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation

Janvi Thakkar, Giulio Zizzo, Sergio Maffeis

Comments Accepted at PPAI-24: The 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence

2401.10287 2024-01-22 cs.LG physics.chem-ph

Open-Source Fermionic Neural Networks with Ionic Charge Initialization

Shai Pranesh, Shang Zhu, Venkat Viswanathan, Bharath Ramsundar

Comments Accepted at 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

2401.10272 2024-01-22 cs.CV cs.AI

Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization

Yikang Wei, Yahong Han

Comments Accepted by AAAI 2024

2401.07567 2024-01-22 cs.CV

Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video

Zhaobo Qi, Yibo Yuan, Xiaowen Ruan, Shuhui Wang, Weigang Zhang, Qingming Huang

Comments accepted by AAAI 2024

2312.16451 2024-01-22 cs.CV cs.AI

Domain Generalization with Vital Phase Augmentation

Ingyun Lee, Wooju Lee, Hyun Myung

Comments Accepted by AAAI-24

2312.07823 2024-01-22 cs.CV

Semantic Lens: Instance-Centric Semantic Alignment for Video Super-Resolution

Qi Tang, Yao Zhao, Meiqin Liu, Jian Jin, Chao Yao

Comments Accepted to AAAI 2024

2310.04965 2024-01-22 cs.CL cs.AI cs.LG

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks

Jingyuan Qi, Minqian Liu, Ying Shen, Zhiyang Xu, Lifu Huang

Comments Accepted by AAAI 2024. 11 pages, 9 figures, 4 tables

2401.10210 2024-01-19 cs.CY cs.AI cs.LG

Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction

Anup Shakya, Vasile Rus, Deepak Venugopal

Comments Proceedings of 37th AAAI Conference on Artificial Intelligence Artificial Intelligence for Education. arXiv admin note: substantial text overlap with arXiv:2308.03892

2312.17484 2024-01-19 cs.CL cs.AI

Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning

Zhongzhi Chen, Xingwu Sun, Xianfeng Jiao, Fengzong Lian, Zhanhui Kang, Di Wang, Cheng-Zhong Xu

Comments Accepted as AAAI 2024

2303.09734 2024-01-19 cs.MA cs.GT econ.TH

The Moderating Effect of Instant Runoff Voting

Kiran Tomlinson, Johan Ugander, Jon Kleinberg

Comments 41 pages; extended version of AAAI '24 paper; fixed citations

2401.09604 2024-01-19 cs.CR cs.CV cs.LG

MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption

Prajwal Panzade, Daniel Takabi, Zhipeng Cai

Comments Accepted for the presentation at W3PHIAI, The 38th Annual AAAI Conference on Artificial Intelligence 2024

2401.09490 2024-01-19 q-bio.QM cs.IR

Gene-associated Disease Discovery Powered by Large Language Models

Jiayu Chang, Shiyu Wang, Chen Ling, Zhaohui Qin, Liang Zhao

Comments This is the official paper accepted by AAAI 2024 Workshop on Large Language Models for Biological Discoveries

2401.09442 2024-01-19 cs.CV cs.AI

Object Attribute Matters in Visual Question Answering

Peize Li, Qingyi Si, Peng Fu, Zheng Lin, Yan Wang

Comments AAAI 2024

2312.13646 2024-01-19 cs.CV

Weakly Supervised Semantic Segmentation for Driving Scenes

Dongseob Kim, Seungho Lee, Junsuk Choe, Hyunjung Shim

Comments AAAI 2024 accepted. First two authors contributed equally

2312.12838 2024-01-19 cs.LG cs.CV

FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise

Nannan Wu, Zhaobin Sun, Zengqiang Yan, Li Yu

Comments Accepted at AAAI'24

2312.04273 2024-01-19 cs.LG

Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

Yufan Liao, Qi Wu, Xing Yan

Comments AAAI Conference on Artificial Intelligence, 2024 (Oral Presentation)

2308.11164 2024-01-19 cs.CV

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks

Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng

Comments Accepted by AAAI 2024

2308.08090 2024-01-19 cs.CL

Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation

Xinshuo Hu, Dongfang Li, Baotian Hu, Zihao Zheng, Zhenyu Liu, Min Zhang

Comments AAAI 2024; The first two authors contributed equally to this paper