AI资讯日报 - 2025/8/25

👨‍🔬 Yuhui Tao, Zhongwei Zhao, Zilong Wang, Xufang Luo, Feng Chen, Kang Wang, Chuanfu Wu, Xue Zhang, Shaoting Zhang, Jiaxi Yao, Xingwei Jin, Xinyang Jiang, Yifan Yang, Dongsheng Li, Lili Qiu, Zhiqiang Shao, Jianming Guo, Nengwang Yu, Shuo Wang, Ying Xiong

LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence

学术论文 ArXiv 重要度: 8

利用LLM智能体加速药物竞争格局分析，将分析师处理时间从2.5天缩短至约3小时。

👨‍🔬 Alisa Vinogradova, Vlad Vinogradov, Dmitrii Radkevich, Ilya Yasny, Dmitry Kobyzev, Ivan Izmailov, Katsiaryna Yanchanka, Andrey Doronichev

Hierarchical Decision-Making for Autonomous Navigation: Integrating Deep Reinforcement Learning and Fuzzy Logic in Four-Wheel Independent Steering and Driving Systems

学术论文 ArXiv 重要度: 8

结合深度强化学习与模糊逻辑的分层决策框架，提升四轮独立转向系统的导航安全性与效率。

👨‍🔬 Yizhi Wang, Degang Xu, Yongfang Xie, Shuzhong Tan, Xianan Zhou, Peng Chen

Guiding Diffusion Models with Reinforcement Learning for Stable Molecule Generation

学术论文 ArXiv 重要度: 8

通过强化学习与物理反馈指导扩散模型，生成更稳定且符合物理原理的3D分子结构。

👨‍🔬 Zhijian Zhou, Junyi An, Zongkai Liu, Yunfei Shi, Xuan Zhang, Fenglei Cao, Chao Qu, Yuan Qi

RL Is Neither a Panacea Nor a Mirage: Understanding Supervised vs. Reinforcement Learning Fine-Tuning for LLMs

学术论文 ArXiv 重要度: 7

分析监督微调与强化学习微调对LLM分布外性能的影响，揭示RL主要纠正SFT导致的表示漂移。

👨‍🔬 Hangzhan Jin, Sicheng Lv, Sifan Wu, Mohammad Hamdaqa

Time-Aware One Step Diffusion Network for Real-World Image Super-Resolution

学术论文 ArXiv 重要度: 7

提出时间感知一步扩散网络，通过动态时间步调整实现更高效的实时图像超分辨率与可控权衡。

👨‍🔬 Tainyi Zhang, Zheng-Peng Duan, Peng-Tao Jiang, Bo Li, Ming-Ming Cheng, Chun-Le Guo, Chongyi Li

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

学术论文 ArXiv 重要度: 7

利用扩散模型进行神经符号学习，通过约束引导解决数独、迷宫等逻辑推理问题。

👨‍🔬 Xuan Zhang, Zhijian Zhou, Weidi Xu, Yanting Miao, Chao Qu, Yuan Qi

Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders

学术论文 ArXiv 重要度: 6

揭示稀疏自编码器中L0超参数设置不当会导致特征混合，提出确定正确L0值的方法。

👨‍🔬 David Chanin, Adrià Garriga-Alonso

Comparative Analysis of UAV Path Planning Algorithms for Efficient Navigation in Urban 3D Environments

学术论文 ArXiv 重要度: 6

比较A*、RRT*和粒子群优化算法在3D城市环境中的路径规划效率与适应性。

👨‍🔬 Hichem Cheriet, Khellat Kihel Badra, Chouraqui Samira

Enhanced NIRMAL Optimizer With Damped Nesterov Acceleration: A Comparative Analysis

学术论文 ArXiv 重要度: 5

改进NIRMAL优化器，引入阻尼Nesterov加速机制，提升图像分类任务的收敛稳定性与精度。

👨‍🔬 Nirmal Gaud, Prasad Krishna Murthy, Mostaque Md. Morshedur Hassan, Abhijit Ganguly, Vinay Mali, Ms Lalita Bhagwat Randive, Abhaypratap Singh

Towards Open World Detection: A Survey

学术论文 ArXiv 重要度: 5

综述开放世界检测的发展，统一类无关且普遍适用的视觉检测模型，展望感知任务融合趋势。

👨‍🔬 Andrei-Stefan Bulzan, Cosmin Cernazanu-Glavan

🤖 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: Anyone concerned about NYC Local Law 144?

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

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

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

Bioinformatician

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

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The AI Crackpot Index

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Show HN: Startup Raising capital through Book Sales

MV-RAG: Retrieval Augmented Multiview Diffusion

A Disease-Centric Vision-Language Foundation Model for Precision Oncology in Kidney Cancer

LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence

Hierarchical Decision-Making for Autonomous Navigation: Integrating Deep Reinforcement Learning and Fuzzy Logic in Four-Wheel Independent Steering and Driving Systems

Guiding Diffusion Models with Reinforcement Learning for Stable Molecule Generation

RL Is Neither a Panacea Nor a Mirage: Understanding Supervised vs. Reinforcement Learning Fine-Tuning for LLMs

Time-Aware One Step Diffusion Network for Real-World Image Super-Resolution

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders

Comparative Analysis of UAV Path Planning Algorithms for Efficient Navigation in Urban 3D Environments

Enhanced NIRMAL Optimizer With Damped Nesterov Acceleration: A Comparative Analysis

Towards Open World Detection: A Survey

📅 历史日报目录