AI资讯日报 - 2025/9/19

👨‍🔬 Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin

TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE

学术论文 ArXiv 重要度: 8

TITAN框架通过冻结无效参数提升变分量子本征求解器训练效率，减少电路评估次数。

👨‍🔬 Yifeng Peng, Xinyi Li, Samuel Yen-Chi Chen, Kaining Zhang, Zhiding Liang, Ying Wang, Yuxuan Du

Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning

学术论文 ArXiv 重要度: 8

提出卷积解码和拒绝微调方法，解决扩散语言模型的长解码窗口问题，提升生成速度和质量。

👨‍🔬 Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo

SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models

学术论文 ArXiv 重要度: 7

SMARTER框架利用LLM自增强能力提升毒性检测效果，减少对标注数据的依赖。

👨‍🔬 Huy Nghiem, Advik Sachdeva, Hal Daumé III

Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model

学术论文 ArXiv 重要度: 7

提出M&N框架将2D自然图像预训练模型知识迁移到3D医学分割，提升半监督学习效果。

👨‍🔬 Pak-Hei Yeung, Jayroop Ramesh, Pengfei Lyu, Ana Namburete, Jagath Rajapakse

Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation

学术论文 ArXiv 重要度: 7

MiNAF方法利用显式几何信息提升房间脉冲响应生成精度，改进高保真声音模拟。

👨‍🔬 Chen Si, Qianyi Wu, Chaitanya Amballa, Romit Roy Choudhury

Orion: Fuzzing Workflow Automation

学术论文 ArXiv 重要度: 7

Orion框架集成LLM推理与传统工具，自动化模糊测试工作流，大幅减少人工干预。

👨‍🔬 Max Bazalii, Marius Fleischer

Leveraging Geometric Visual Illusions as Perceptual Inductive Biases for Vision Models

学术论文 ArXiv 重要度: 6

利用几何视觉错觉作为感知归纳偏置，提升视觉模型在复杂轮廓和纹理任务中的泛化能力。

👨‍🔬 Haobo Yang, Minghao Guo, Dequan Yang, Wenyu Wang

Exploring How Audio Effects Alter Emotion with Foundation Models

学术论文 ArXiv 重要度: 6

利用基础模型分析音频效果对情感的影响，探索声音设计与情感感知的非线性关系。

👨‍🔬 Stelios Katsis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou

Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting

学术论文 ArXiv 重要度: 6

结合水印技术和异常检测增强LoRa射频指纹识别系统的安全性和抗篡改能力。

👨‍🔬 Aarushi Mahajan, Wayne Burleson

🤖 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?

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

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

Show HN: Startup Raising capital through Book Sales

Generalizable Geometric Image Caption Synthesis

Internalizing Self-Consistency in Language Models: Multi-Agent Consensus Alignment

FlowRL: Matching Reward Distributions for LLM Reasoning

TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE

Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning

SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models

Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model

Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation

Orion: Fuzzing Workflow Automation

Leveraging Geometric Visual Illusions as Perceptual Inductive Biases for Vision Models

Exploring How Audio Effects Alter Emotion with Foundation Models

Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting

📅 历史日报目录