AI资讯日报 - 2025/7/11

👨‍🔬 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

MIRIX多代理记忆系统提升LLM代理的记忆和推理能力。

👨‍🔬 Yu Wang, Xi Chen

PyVision: Agentic Vision with Dynamic Tooling

学术论文 ArXiv 重要度: 8

PyVision框架使MLLMs能自主生成和执行Python工具，提升视觉推理灵活性。

👨‍🔬 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

STTM方法通过时空标记合并，加速视频LLMs训练。

👨‍🔬 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

EXPO算法通过稳定模仿学习和轻量编辑策略，提升强化学习效率。

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

Scaling RL to Long Videos

学术论文 ArXiv 重要度: 8

LongVILA框架通过强化学习扩展视觉语言模型的长视频推理能力。

👨‍🔬 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

KARL单次自适应标记器，预测图像KC，优化表示学习。

👨‍🔬 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

BASIC框架多粒度评估脑视觉解码，提升结构保真和语义对齐。

👨‍🔬 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

Geometry Forcing方法提升视频扩散模型的3D一致性和视觉质量。

👨‍🔬 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

Q-chunking方法通过动作分块提升长视野稀疏奖励任务的RL效率。

👨‍🔬 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

小型语言模型结合RAG在风湿病临床决策支持中表现更优。

👨‍🔬 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

研究揭示隐式奖励模型在泛化上的局限性及原因。

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

🤖 AI资讯日报

📊 今日趋势总结

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

Ask HN: Anyone concerned about NYC Local Law 144?

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

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

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

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

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

The AI Crackpot Index

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

Show HN: Startup Raising capital through Book Sales

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

Bioinformatician

lucidrains/DALLE2-pytorch

tracel-ai/burn

dair-ai/ML-Papers-of-the-Week

ludwig-ai/ludwig

tangyudi/Ai-Learn

hoya012/deep_learning_object_detection

dive-into-machine-learning/dive-into-machine-learning

nmap/nmap

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