AI资讯日报 - 2025/9/29

👨‍🔬 Xingyu Fu, Siyi Liu, Yinuo Xu, Pan Lu, Guangqiuse Hu, Tianbo Yang, Taran Anantasagar, Christopher Shen, Yikai Mao, Yuanzhe Liu, Keyush Shah, Chung Un Lee, Yejin Choi, James Zou, Dan Roth, Chris Callison-Burch

Toward a Physics of Deep Learning and Brains

学术论文 ArXiv 重要度: 7

建立深度神经网络与大脑活动的统一物理理论框架，发现网络在准临界状态下学习效果最佳

👨‍🔬 Arsham Ghavasieh, Meritxell Vila-Minana, Akanksha Khurd, John Beggs, Gerardo Ortiz, Santo Fortunato

WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning

学术论文 ArXiv 重要度: 7

开发多级反馈网站生成智能体，结合视觉评分和步级强化学习，显著提升网站生成质量

👨‍🔬 Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li

Hierarchical Representation Matching for CLIP-based Class-Incremental Learning

学术论文 ArXiv 重要度: 7

提出层次表示匹配方法，利用LLM生成层次化文本描述，提升CLIP在增量学习中的性能

👨‍🔬 Zhen-Hao Wen, Yan Wang, Ji Feng, Han-Jia Ye, De-Chuan Zhan, Da-Wei Zhou

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

学术论文 ArXiv 重要度: 7

提出反馈条件策略，让语言模型直接从语言反馈中学习，无需压缩为标量奖励

👨‍🔬 Renjie Luo, Zichen Liu, Xiangyan Liu, Chao Du, Min Lin, Wenhu Chen, Wei Lu, Tianyu Pang

Variational Reasoning for Language Models

学术论文 ArXiv 重要度: 7

提出变分推理框架，将思维轨迹作为隐变量，统一变分推理与强化学习方法

👨‍🔬 Xiangxin Zhou, Zichen Liu, Haonan Wang, Chao Du, Min Lin, Chongxuan Li, Liang Wang, Tianyu Pang

Towards Efficient Online Exploration for Reinforcement Learning with Human Feedback

学术论文 ArXiv 重要度: 7

提出在线RLHF探索方案，优化偏好数据收集策略，实现多项式级后悔边界

👨‍🔬 Gen Li, Yuling Yan

StateX: Enhancing RNN Recall via Post-training State Expansion

学术论文 ArXiv 重要度: 7

提出后训练状态扩展方法，高效提升RNN的记忆能力和上下文学习能力，不增加参数

👨‍🔬 Xingyu Shen, Yingfa Chen, Zhen Leng Thai, Xu Han, Zhiyuan Liu, Maosong Sun

Death of the Novel(ty): Beyond n-Gram Novelty as a Metric for Textual Creativity

学术论文 ArXiv 重要度: 6

批判n-gram新颖性作为文本创造力指标的局限性，强调创造力需要兼顾新颖性和适当性

👨‍🔬 Arkadiy Saakyan, Najoung Kim, Smaranda Muresan, Tuhin Chakrabarty

🤖 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?

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?

The AI Crackpot Index

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

Show HN: Startup Raising capital through Book Sales

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

VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing

See, Point, Fly: A Learning-Free VLM Framework for Universal Unmanned Aerial Navigation

CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs

Toward a Physics of Deep Learning and Brains

WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning

Hierarchical Representation Matching for CLIP-based Class-Incremental Learning

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Variational Reasoning for Language Models

Towards Efficient Online Exploration for Reinforcement Learning with Human Feedback

StateX: Enhancing RNN Recall via Post-training State Expansion

Death of the Novel(ty): Beyond n-Gram Novelty as a Metric for Textual Creativity

📅 历史日报目录