論文

• Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura. A Survey on Deep Active Learning: Recent Advances and New Frontiers, IEEE Transactions on Neural Networks and Learning Systems, May 2024.

国際会議発表 (査読有り)

• Dongyuan Li, Ying Zhang, Zhen Wang, Shiyin Tan, Satoshi Kosugi, Manabu Okumura. Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization, Findings of The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Nov. 2024.
• Zhen Wang, Dongyuan Li, Manabu Okumura. MULTIMODAL GRAPH-BASED AUDIO-VISUAL EVENT LOCALIZATION, IEEE ICASSP 2024, Apr. 2024.
• Fuyang Yu, Zhen Wang, Dongyuan Li, Peide Zhu, Xiaochuan Wang, Xiaohui Liang, Manabu Okumura. Towards Cross-modal Point Cloud Retrieval for Indoor Scenes, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Peide Zhu, Zhen Wang, Manabu Okumura, Jie Yang. MRHF: Multi-stage Retrieval and Hierarchical Fusion for Textbook Question Answering, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Zhen Wang, Peide Zhu, Fuyang Yu, Manabu Okumura. A New Benchmark and OCR-free Method for Document Image Topic Classification, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.

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