AI资讯日报 - 2025/7/13

👨‍🔬 Haochen Wang, Xiangtai Li, Zilong Huang, Anran Wang, Jiacong Wang, Tao Zhang, Jiani Zheng, Sule Bai, Zijian Kang, Jiashi Feng, Zhuochen Wang, Zhaoxiang Zhang

MIRIX: Multi-Agent Memory System for LLM-Based Agents

学术论文 ArXiv 重要度: 9

介绍MIRIX，多代理记忆系统，提升LLM代理的记忆能力。

👨‍🔬 Yu Wang, Xi Chen

PyVision: Agentic Vision with Dynamic Tooling

学术论文 ArXiv 重要度: 8

介绍PyVision框架，使MLLMs能自主生成和执行Python工具。

👨‍🔬 Shitian Zhao, Haoquan Zhang, Shaoheng Lin, Ming Li, Qilong Wu, Kaipeng Zhang, Chen Wei

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

学术论文 ArXiv 重要度: 8

提出STTM方法，无训练加速视频大型语言模型。

👨‍🔬 Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim

EXPO: Stable Reinforcement Learning with Expressive Policies

学术论文 ArXiv 重要度: 8

提出EXPO算法，稳定训练表达性策略的强化学习。

👨‍🔬 Perry Dong, Qiyang Li, Dorsa Sadigh, Chelsea Finn

Scaling RL to Long Videos

学术论文 ArXiv 重要度: 8

介绍LongVILA框架，扩展视觉语言模型至长视频推理。

👨‍🔬 Yukang Chen, Wei Huang, Baifeng Shi, Qinghao Hu, Hanrong Ye, Ligeng Zhu, Zhijian Liu, Pavlo Molchanov, Jan Kautz, Xiaojuan Qi, Sifei Liu, Hongxu Yin, Yao Lu, Song Han

Single-pass Adaptive Image Tokenization for Minimum Program Search

学术论文 ArXiv 重要度: 7

提出KARL，单次前向预测图像标记数量，优化图像表示。

👨‍🔬 Shivam Duggal, Sanghyun Byun, William T. Freeman, Antonio Torralba, Phillip Isola

Multigranular Evaluation for Brain Visual Decoding

学术论文 ArXiv 重要度: 7

引入BASIC框架，多粒度评估脑视觉解码方法。

👨‍🔬 Weihao Xia, Cengiz Oztireli

Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

学术论文 ArXiv 重要度: 7

提出Geometry Forcing方法，增强视频扩散模型的3D一致性。

👨‍🔬 Haoyu Wu, Diankun Wu, Tianyu He, Junliang Guo, Yang Ye, Yueqi Duan, Jiang Bian

Reinforcement Learning with Action Chunking

学术论文 ArXiv 重要度: 7

提出Q-chunking方法，改进长视野稀疏奖励任务的强化学习。

👨‍🔬 Qiyang Li, Zhiyuan Zhou, Sergey Levine

Performance and Practical Considerations of Large and Small Language Models in Clinical Decision Support in Rheumatology

学术论文 ArXiv 重要度: 6

评估大小语言模型在风湿病临床决策支持中的表现。

👨‍🔬 Sabine Felde, Rüdiger Buchkremer, Gamal Chehab, Christian Thielscher, Jörg HW Distler, Matthias Schneider, Jutta G. Richter

Why is Your Language Model a Poor Implicit Reward Model?

学术论文 ArXiv 重要度: 6

探讨语言模型作为隐式奖励模型的泛化差距原因。

👨‍🔬 Noam Razin, Yong Lin, Jiarui Yao, Sanjeev Arora

🤖 AI资讯日报

📊 今日趋势总结

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?

50% Cheaper GPUs for cloud-computing / Saving devs 50% compared to AWS

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

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

Ask HN: Thoughts on grad school? (CS PhD)

The AI Crackpot Index

Show HN: Startup Raising capital through Book Sales

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

Bioinformatician

databrickslabs/dolly

salesforce/LAVIS

cleanlab/cleanlab

kornia/kornia

codota/TabNine

Baiyuetribe/paper2gui

aws/amazon-sagemaker-examples

fastai/numerical-linear-algebra

DataTalksClub/machine-learning-zoomcamp

MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

Jack-Cherish/PythonPark

phillipi/pix2pix

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology

MIRIX: Multi-Agent Memory System for LLM-Based Agents

PyVision: Agentic Vision with Dynamic Tooling

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

EXPO: Stable Reinforcement Learning with Expressive Policies

Scaling RL to Long Videos

Single-pass Adaptive Image Tokenization for Minimum Program Search

Multigranular Evaluation for Brain Visual Decoding

Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Reinforcement Learning with Action Chunking

Performance and Practical Considerations of Large and Small Language Models in Clinical Decision Support in Rheumatology

Why is Your Language Model a Poor Implicit Reward Model?

📅 历史日报目录