AI资讯日报 - 2025/11/18

👨‍🔬 Zhongang Cai, Ruisi Wang, Chenyang Gu, Fanyi Pu, Junxiang Xu, Yubo Wang, Wanqi Yin, Zhitao Yang, Chen Wei, Qingping Sun, Tongxi Zhou, Jiaqi Li, Hui En Pang, Oscar Qian, Yukun Wei, Zhiqian Lin, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Xiangyu Fan, Hanming Deng, Lewei Lu, Liang Pan, Bo Li, Ziwei Liu, Quan Wang, Dahua Lin, Lei Yang

UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity

学术论文 ArXiv 重要度: 8

无需人工标注实现任意粒度分割，仅用6000张未标注图像显著提升SAM-2性能。

👨‍🔬 Junwei Yu, Trevor Darrell, XuDong Wang

From Black Box to Insight: Explainable AI for Extreme Event Preparedness

学术论文 ArXiv 重要度: 8

利用可解释AI提升极端事件预测的可信度，支持灾害应对决策制定。

👨‍🔬 Kiana Vu, İsmet Selçuk Özer, Phung Lai, Zheng Wu, Thilanka Munasinghe, Jennifer Wei

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

学术论文 ArXiv 重要度: 8

专业医疗模型在医疗运营任务中优于通用模型，强调领域特定预训练的重要性。

👨‍🔬 Lavender Y. Jiang, Angelica Chen, Xu Han, Xujin Chris Liu, Radhika Dua, Kevin Eaton, Frederick Wolff, Robert Steele, Jeff Zhang, Anton Alyakin, Qingkai Pan, Yanbing Chen, Karl L. Sangwon, Daniel A. Alber, Jaden Stryker, Jin Vivian Lee, Yindalon Aphinyanaphongs, Kyunghyun Cho, Eric Karl Oermann

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

学术论文 ArXiv 重要度: 8

首个实时自主进化软件代理，在解决实际问题时持续优化自身架构。

👨‍🔬 Chunqiu Steven Xia, Zhe Wang, Yan Yang, Yuxiang Wei, Lingming Zhang

From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands

学术论文 ArXiv 重要度: 7

联合优化控制与硬件设计，实现多指机器人手的精确抓取与强力抓握。

👨‍🔬 Jianglong Ye, Lai Wei, Guangqi Jiang, Changwei Jing, Xueyan Zou, Xiaolong Wang

Weight-sparse transformers have interpretable circuits

学术论文 ArXiv 重要度: 7

权重稀疏Transformer具有可解释电路，在能力与可解释性间取得平衡。

👨‍🔬 Leo Gao, Achyuta Rajaram, Jacob Coxon, Soham V. Govande, Bowen Baker, Dan Mossing

Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures

学术论文 ArXiv 重要度: 7

分析真实-合成数据混合下的LLM扩展动态，提出高效数据价值评估方法。

👨‍🔬 Haohui Wang, Jingyuan Qi, Jianpeng Chen, Jun Wu, Lifu Huang, Lecheng Zheng, Kevin Choi, Balaji Veeramani, Edward Bowen, Alison Hu, Tyler Cody, Dawei Zhou

Beyond Mimicry: Preference Coherence in LLMs

学术论文 ArXiv 重要度: 7

研究发现多数LLM缺乏统一偏好结构，在复杂价值权衡场景中存在局限性。

👨‍🔬 Luhan Mikaelson, Derek Shiller, Hayley Clatterbuck

ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification

学术论文 ArXiv 重要度: 6

图原型半监督学习框架，显著提升GPS轨迹出行模式识别性能。

👨‍🔬 Luyao Niu, Nuoxian Huang

Protein Secondary Structure Prediction Using 3D Graphs and Relation-Aware Message Passing Transformers

学术论文 ArXiv 重要度: 6

结合3D图与关系感知消息传递，提升蛋白质二级结构预测性能。

👨‍🔬 Disha Varshney, Samarth Garg, Sarthak Tyagi, Deeksha Varshney, Nayan Deep, Asif Ekbal

Person-AI Bidirectional Fit - A Proof-Of-Concept Case Study Of Augmented Human-Ai Symbiosis In Management Decision-Making Process

学术论文 ArXiv 重要度: 6

提出人-AI双向适配概念，在管理决策中实现增强型人机协同智能。

👨‍🔬 Agnieszka Bieńkowska, Jacek Małecki, Alexander Mathiesen-Ohman, Katarzyna Tworek

🤖 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?

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

Ask HN: Anyone concerned about NYC Local Law 144?

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

The AI Crackpot Index

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

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

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

Bioinformatician

Show HN: Startup Raising capital through Book Sales

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

Scaling Spatial Intelligence with Multimodal Foundation Models

UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity

From Black Box to Insight: Explainable AI for Extreme Event Preparedness

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands

Weight-sparse transformers have interpretable circuits

Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures

Beyond Mimicry: Preference Coherence in LLMs

ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification

Protein Secondary Structure Prediction Using 3D Graphs and Relation-Aware Message Passing Transformers

Person-AI Bidirectional Fit - A Proof-Of-Concept Case Study Of Augmented Human-Ai Symbiosis In Management Decision-Making Process

📅 历史日报目录