Top 10 AI Research Papers to Read on 9.26.2024

Dive into today’s AI research highlights! We’ve curated the top 10 recent papers that are pushing the boundaries of AI, ML, and GenAI. These cutting-edge developments promise to transform industries, offering groundbreaking solutions and innovative ideas. Stay ahead with the latest advancements in artificial intelligence.

• Differential Privacy Regularization: Protecting Training Data Through Loss Function Regularization by Francisco Aguilera-Martínez, Fernando Berzal
• Attention Prompting on Image for Large Vision-Language Models by Runpeng Yu, Weihao Yu, Xinchao Wang
• FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression by Fazal Mittu, Yihuan Bu, Akshat Gupta, Ashok Devireddy, Alp Eren Ozdarendeli, Anant Singh, Gopala Anumanchipalli
• Turn Every Application into an Agent: Towards Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents by Junting Lu, Zhiyang Zhang, Fangkai Yang, Jue Zhang, Lu Wang, Chao Du, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
• Blox-Net: Generative Design-for-Robot-Assembly Using VLM Supervision, Physics Simulation, and a Robot with Reset by Andrew Goldberg, Kavish Kondap, Tianshuang Qiu, Zehan Ma, Letian Fu, Justin Kerr, Huang Huang, Kaiyuan Chen, Kuan Fang, Ken Goldberg
• On-orbit Servicing for Spacecraft Collision Avoidance With Autonomous Decision Making by Susmitha Patnala, Adam Abdin
• Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale by Fan Zhou, Zengzhi Wang, Qian Liu, Junlong Li, Pengfei Liu
• Unveiling Ontological Commitment in Multi-Modal Foundation Models by Mert Keser, Gesina Schwalbe, Niki Amini-Naieni, Matthias Rottmann, Alois Knoll
• Accumulator-Aware Post-Training Quantization by Ian Colbert, Fabian Grob, Giuseppe Franco, Jinjie Zhang, Rayan Saab
• Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification by Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Ruobing Huang, Jun Cheng, Wufeng Xue, Dong Ni