AI资讯日报 - 2025/9/24

👨‍🔬 Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Evander Yang, Kun Li, Haoyuan Wu, Jiajia Wu, Zihao Zheng, Chenchen Zhang, Kun Shi, Kyrierl Deng, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang Xu, Zheng Fang, Shuai Li, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bo Chao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Wayyt Wang, Bo Zhou, Di Wang

MOIS-SAM2: Exemplar-based Segment Anything Model 2 for multilesion interactive segmentation of neurobromas in whole-body MRI

学术论文 ArXiv 重要度: 9

基于示例的SAM2扩展模型，用于全身MRI中神经纤维瘤的多病灶交互分割，提升临床工作流效率。

👨‍🔬 Georgii Kolokolnikov, Marie-Lena Schmalhofer, Sophie Götz, Lennart Well, Said Farschtschi, Victor-Felix Mautner, Inka Ristow, Rene Werner

Finding My Voice: Generative Reconstruction of Disordered Speech for Automated Clinical Evaluation

学术论文 ArXiv 重要度: 9

ChiReSSD框架重建儿童语音障碍患者的语音，保持说话人身份同时纠正发音错误，辅助临床评估。

👨‍🔬 Karen Rosero, Eunjung Yeo, David R. Mortensen, Cortney Van't Slot, Rami R. Hallac, Carlos Busso

SOE: Sample-Efficient Robot Policy Self-Improvement via On-Manifold Exploration

学术论文 ArXiv 重要度: 8

SOE框架通过流形上探索提升机器人策略的样本效率，确保安全性、多样性和有效性。

👨‍🔬 Yang Jin, Jun Lv, Han Xue, Wendi Chen, Chuan Wen, Cewu Lu

AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration

学术论文 ArXiv 重要度: 8

AgentInit优化多智能体系统初始化，协调多样性与专业性，提升协作效率与效果。

👨‍🔬 Chunhao Tian, Yutong Wang, Xuebo Liu, Zhexuan Wang, Liang Ding, Miao Zhang, Min Zhang

Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World

学术论文 ArXiv 重要度: 8

研究LLM在阿拉伯世界的常识推理跨文化迁移，少量文化特定示例可提升多文化场景性能。

👨‍🔬 Saeed Almheiri, Rania Hossam, Mena Attia, Chenxi Wang, Preslav Nakov, Timothy Baldwin, Fajri Koto

MsFIN: Multi-scale Feature Interaction Network for Traffic Accident Anticipation

学术论文 ArXiv 重要度: 7

多尺度特征交互网络用于行车记录仪视频的事故预测，提升预测准确性与及时性。

👨‍🔬 Tongshuai Wu, Chao Lu, Ze Song, Yunlong Lin, Sizhe Fan, Xuemei Chen

Systematic Comparative Analysis of Large Pretrained Language Models on Contextualized Medication Event Extraction

学术论文 ArXiv 重要度: 7

系统比较预训练语言模型在临床用药事件提取任务上的性能，临床数据预训练模型表现更优。

👨‍🔬 Tariq Abdul-Quddoos, Xishuang Dong, Lijun Qian

Adversarially-Refined VQ-GAN with Dense Motion Tokenization for Spatio-Temporal Heatmaps

学术论文 ArXiv 重要度: 6

对抗精炼VQ-GAN框架用于时空热图压缩，保持人体运动细节，减少重建伪影。

👨‍🔬 Gabriel Maldonado, Narges Rashvand, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Vinit Katariya, Hamed Tabkhi

Audio-Based Pedestrian Detection in the Presence of Vehicular Noise

学术论文 ArXiv 重要度: 6

研究车辆噪声环境下的音频行人检测，发布包含1321小时路边数据的新数据集。

👨‍🔬 Yonghyun Kim, Chaeyeon Han, Akash Sarode, Noah Posner, Subhrajit Guhathakurta, Alexander Lerch

SloPalSpeech: A 2,8000-Hour Slovak Speech Corpus from Parliamentary Data

学术论文 ArXiv 重要度: 5

发布2806小时斯洛伐克语议会语音数据集，微调Whisper模型显著降低低资源语言识别错误率。

👨‍🔬 Erik Božík, Marek Šuppa

WolBanking77: Wolof Banking Speech Intent Classification Dataset

学术论文 ArXiv 重要度: 5

发布沃洛夫语银行语音意图分类数据集，包含9791个文本句子和4小时语音，支持低资源语言研究。

👨‍🔬 Abdou Karim Kandji, Frédéric Precioso, Cheikh Ba, Samba Ndiaye, Augustin Ndione

🤖 AI资讯日报

📊 今日趋势总结

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Reinforcement Learning on Pre-Training Data

MOIS-SAM2: Exemplar-based Segment Anything Model 2 for multilesion interactive segmentation of neurobromas in whole-body MRI

Finding My Voice: Generative Reconstruction of Disordered Speech for Automated Clinical Evaluation

SOE: Sample-Efficient Robot Policy Self-Improvement via On-Manifold Exploration

AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration

Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World

MsFIN: Multi-scale Feature Interaction Network for Traffic Accident Anticipation

Systematic Comparative Analysis of Large Pretrained Language Models on Contextualized Medication Event Extraction

Adversarially-Refined VQ-GAN with Dense Motion Tokenization for Spatio-Temporal Heatmaps

Audio-Based Pedestrian Detection in the Presence of Vehicular Noise

SloPalSpeech: A 2,8000-Hour Slovak Speech Corpus from Parliamentary Data

WolBanking77: Wolof Banking Speech Intent Classification Dataset

📅 历史日报目录