AI资讯日报 - 2025/9/30

👨‍🔬 Siru Ouyang, Jun Yan, I-Hung Hsu, Yanfei Chen, Ke Jiang, Zifeng Wang, Rujun Han, Long T. Le, Samira Daruki, Xiangru Tang, Vishy Tirumalashetty, George Lee, Mahsan Rofouei, Hangfei Lin, Jiawei Han, Chen-Yu Lee, Tomas Pfister

HeDA: An Intelligent Agent System for Heatwave Risk Discovery through Automated Knowledge Graph Construction and Multi-layer Risk Propagation Analysis

学术论文 ArXiv 重要度: 8

开发热浪风险发现智能体系统，通过知识图谱和多层风险传播分析识别复杂风险链

👨‍🔬 Yiquan Wang, Tin-Yeh Huang, Qingyun Gao, Jialin Zhang

MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech

学术论文 ArXiv 重要度: 7

提出统一多模态LLM，实现全模态理解和个性化长序列语音生成的双轨架构

👨‍🔬 Chengyao Wang, Zhisheng Zhong, Bohao Peng, Senqiao Yang, Yuqi Liu, Haokun Gui, Bin Xia, Jingyao Li, Bei Yu, Jiaya Jia

Rethinking Entropy Regularization in Large Reasoning Models

学术论文 ArXiv 重要度: 7

提出选择性熵正则化方法，解决大推理模型中熵崩溃和过早收敛问题

👨‍🔬 Yuxian Jiang, Yafu Li, Guanxu Chen, Dongrui Liu, Yu Cheng, Jing Shao

Visual serial processing deficits explain divergences in human and VLM reasoning

学术论文 ArXiv 重要度: 7

发现视觉序列处理缺陷是VLM与人类在简单视觉推理任务中表现差异的关键因素

👨‍🔬 Nicholas Budny, Kia Ghods, Declan Campbell, Raja Marjieh, Amogh Joshi, Sreejan Kumar, Jonathan D. Cohen, Taylor W. Webb, Thomas L. Griffiths

Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation

学术论文 ArXiv 重要度: 6

提出教师-学生流水线，将非配对数据转化为高质量配对数据，解决低资源文本生成问题

👨‍🔬 Yen-Ju Lu, Thomas Thebaud, Laureano Moro-Velazquez, Najim Dehak, Jesus Villalba

Fast Feature Field ($\text{F}^3$): A Predictive Representation of Events

学术论文 ArXiv 重要度: 6

开发事件相机数据的快速特征场表示，实现高效的事件预测和多任务处理

👨‍🔬 Richeek Das, Kostas Daniilidis, Pratik Chaudhari

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs

学术论文 ArXiv 重要度: 6

通过类比文本描述增强LLM在视觉语言导航中的场景理解和空间推理能力

👨‍🔬 Yue Zhang, Tianyi Ma, Zun Wang, Yanyuan Qiao, Parisa Kordjamshidi

Score Distillation of Flow Matching Models

学术论文 ArXiv 重要度: 5

将分数蒸馏技术扩展到流匹配模型，统一扩散和流匹配的加速生成方法

👨‍🔬 Mingyuan Zhou, Yi Gu, Huangjie Zheng, Liangchen Song, Guande He, Yizhe Zhang, Wenze Hu, Yinfei Yang

🤖 AI资讯日报

📊 今日趋势总结

Why Boring Businesses Outlast AI Hype Cycles

Ask HN: What's the pain using current AI algorithms?

The AI Crackpot Index

Ask HN: Is the rate of progress in AI exponential?

NLP, AI, ML, bots – a passing trend or much more? What's your take on this?

Ask HN: Anyone concerned about NYC Local Law 144?

Ask HN: What would you read to learn about "artificial intelligence"?

Ask HN: Dipping my toes with artificial intelligence and what to expect? (CS)

Common Lisp + Machine Learning Internship at Google (Mountain View, CA)

Bioinformatician

The Next Bill Gates or Albert Einstein in AI "Chris Clark" – Yourobot

Show HN: Startup Raising capital through Book Sales

UniAPL: A Unified Adversarial Preference Learning Framework for Instruct-Following

From $f(x)$ and $g(x)$ to $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones

The Era of Real-World Human Interaction: RL from User Conversations

ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

HeDA: An Intelligent Agent System for Heatwave Risk Discovery through Automated Knowledge Graph Construction and Multi-layer Risk Propagation Analysis

MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech

Rethinking Entropy Regularization in Large Reasoning Models

Visual serial processing deficits explain divergences in human and VLM reasoning

Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation

Fast Feature Field ($\text{F}^3$): A Predictive Representation of Events

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs

Score Distillation of Flow Matching Models

📅 历史日报目录