arXiv:2505.12576v3 Announce Type: replace-cross Abstract: A key factor in effective Self-Supervised learning (SSL) is preventing dimensional collapse,…
Author: script
Path Regularization: A Near-Complete and Optimal Nonasymptotic Generalization Theory for Multilayer Neural Networks and Double Descent Phenomenon
arXiv:2503.02129v3 Announce Type: replace-cross Abstract: Path regularization has shown to be a very effective regularization to train neural networks,…
SMDDFNet: State-space Modeling and Dynamic Dual Fusion Network for Traffic Sign Detection
arXiv:2505.05491v2 Announce Type: replace-cross Abstract: Traffic sign detection is a challenging visual signal processing task for advanced driver…
AI News Brief Hourly Summary 2026-09-25 05h : 11 posts
11 posts published in the last hour 02:32The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks 02:32Leaky-integrator reconstruction: taming error accumulation in recursive differenced time-series forecasting 02:32Optimizing watermarks for large language models 02:32WorkWorlds: An Infrastructure for Evaluating AI Agents…
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks
arXiv:2609.25804v2 Announce Type: replace Abstract: LLM agents increasingly work on long-horizon tasks, and the decisions they make along the way, such as…
Leaky-integrator reconstruction: taming error accumulation in recursive differenced time-series forecasting
arXiv:2609.23378v2 Announce Type: replace Abstract: Recursive differenced forecasting, the standard remedy for non-stationarity, predicts one-step changes…
Optimizing watermarks for large language models
arXiv:2312.17295v2 Announce Type: replace-cross Abstract: With the rise of large language models (LLMs) and concerns about potential misuse, watermarks…
WorkWorlds: An Infrastructure for Evaluating AI Agents on Workplace Tasks
arXiv:2609.23806v2 Announce Type: replace Abstract: Many knowledge-work benchmarks are constructed around individual tasks, with the context needed for…
A Scalable Multi-Robot Framework for Decentralized and Asynchronous Perception-Action-Communication Loops
arXiv:2309.10164v3 Announce Type: replace-cross Abstract: We develop a decentralized Perception-Action-Communication (PAC) system for multi-robot teams…
Decoupling Internal Representational Changes and Causal Importance in Fine-Tuned Large Language Models
arXiv:2609.21113v2 Announce Type: replace Abstract: Fine-tuning has emerged as a widely adopted approach for adapting LLMs to a variety of downstream…