AI资讯日报 - 2025/7/2

👨‍🔬 Bo Liu, Leon Guertler, Simon Yu, Zichen Liu, Penghui Qi, Daniel Balcells, Mickel Liu, Cheston Tan, Weiyan Shi, Min Lin, Wee Sun Lee, Natasha Jaques

Navigating with Annealing Guidance Scale in Diffusion Space

学术论文 ArXiv 重要度: 7

提出退火引导调度器，动态调整扩散模型中的引导尺度，提升图像质量和提示对齐。

👨‍🔬 Shai Yehezkel, Omer Dahary, Andrey Voynov, Daniel Cohen-Or

On the Predictive Power of Representation Dispersion in Language Models

学术论文 ArXiv 重要度: 7

展示语言模型的预测能力与其表示分散度紧密相关，提出利用分散度进行模型选择的方法。

👨‍🔬 Yanhong Li, Ming Li, Karen Livescu, Jiawei Zhou

Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data: Benchmark on Two Mixed Training Strategies

学术论文 ArXiv 重要度: 6

分析混合训练策略在合成和真实数据上的效果，为优化ANN训练提供见解。

👨‍🔬 Paul Wachter, Lukas Niehaus, Julius Schöning

Imagine for Me: Creative Conceptual Blending of Real Images and Text via Blended Attention

学术论文 ArXiv 重要度: 6

提出IT-Blender，通过混合注意力实现图像和文本概念的创造性融合。

👨‍🔬 Wonwoong Cho, Yanxia Zhang, Yan-Ying Chen, David I. Inouye

SQUASH: A SWAP-Based Quantum Attack to Sabotage Hybrid Quantum Neural Networks

学术论文 ArXiv 重要度: 5

提出SQUASH攻击，通过插入SWAP门破坏混合量子神经网络的分类性能。

👨‍🔬 Rahul Kumar, Wenqi Wei, Ying Mao, Junaid Farooq, Ying Wang, Juntao Chen

STACK: Adversarial Attacks on LLM Safeguard Pipelines

学术论文 ArXiv 重要度: 5

开发STACK攻击方法，针对LLM安全防护管道，展示其脆弱性。

👨‍🔬 Ian R. McKenzie, Oskar J. Hollinsworth, Tom Tseng, Xander Davies, Stephen Casper, Aaron D. Tucker, Robert Kirk, Adam Gleave

A Survey on Vision-Language-Action Models for Autonomous Driving

学术论文 ArXiv 重要度: 4

综述自动驾驶中的视觉-语言-动作模型，提供全面参考和未来方向。

👨‍🔬 Sicong Jiang, Zilin Huang, Kangan Qian, Ziang Luo, Tianze Zhu, Yang Zhong, Yihong Tang, Menglin Kong, Yunlong Wang, Siwen Jiao, Hao Ye, Zihao Sheng, Xin Zhao, Tuopu Wen, Zheng Fu, Sikai Chen, Kun Jiang, Diange Yang, Seongjin Choi, Lijun Sun

Constructing Non-Markovian Decision Process via History Aggregator

学术论文 ArXiv 重要度: 4

提出通过历史聚合器构建非马尔可夫决策过程的方法，增强决策算法的评估。

👨‍🔬 Yongyi Wang, Wenxin Li

Bridging Theory and Practice in Link Representation with Graph Neural Networks

学术论文 ArXiv 重要度: 3

提出统一框架研究GNN在链接表示中的表达能力，提供理论分析和评估协议。

👨‍🔬 Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger

🤖 AI资讯日报

📊 今日趋势总结

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

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

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)

Ask HN: Anyone concerned about NYC Local Law 144?

Show HN: Startup Raising capital through Book Sales

Bioinformatician

AI4Finance-Foundation/FinGPT

TransformerOptimus/SuperAGI

NVlabs/instant-ngp

SYSTRAN/faster-whisper

emilwallner/Screenshot-to-code

tensorflow/tensor2tensor

mnielsen/neural-networks-and-deep-learning

dair-ai/ML-YouTube-Courses

instillai/TensorFlow-Course

ujjwalkarn/Machine-Learning-Tutorials

FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation

Data Uniformity Improves Training Efficiency and More, with a Convergence Framework Beyond the NTK Regime

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning