arXiv:2510.15259v3 Announce Type: replace
Abstract: Most commodity software lacks accessible Application Programming Interfaces (APIs), requiring autonomous agents to interact solely through pixel-based Graphical User Interfaces (GUIs). In this API-fr…
arXiv:2603.24156v1 Announce Type: new
Abstract: In this paper, we present a novel variational plug-and-play algorithm for Poisson inverse problems. Our approach minimizes an explicit functional which is the sum of a Kullback-Leibler data fidelity term…
arXiv:2603.23977v1 Announce Type: new
Abstract: Deep learning architectures are fundamentally inspired by neuroscience, particularly the structure of the brain’s sensory pathways, and have achieved remarkable success in learning informative data repre…
arXiv:2602.24055v4 Announce Type: replace
Abstract: This paper proposes CIRCLE, a six-stage, lifecycle-based framework to bridge the reality gap between model-centric performance metrics and AI’s materialized outcomes in deployment. Current approaches…
arXiv:2603.24157v1 Announce Type: new
Abstract: Multimodal agentic pipelines are transforming human-computer interaction by enabling efficient and accessible automation of complex, real-world tasks. However, recent efforts have focused on short-horizo…
arXiv:2601.10402v5 Announce Type: replace
Abstract: The advancement of artificial intelligence toward agentic science is currently bottlenecked by the challenge of ultra-long-horizon autonomy, the ability to sustain strategic coherence and iterative c…
arXiv:2503.22172v2 Announce Type: replace
Abstract: This paper addresses the challenge of data scarcity in semantic segmentation by generating datasets through text-to-image (T2I) generation models, reducing image acquisition and labeling costs. Segme…
arXiv:2601.19178v2 Announce Type: replace
Abstract: Sequential recommendation models are widely used in applications, yet they face stringent latency requirements. Mainstream models leverage the Transformer attention mechanism to improve performance, …
Not only does Apple already make the world’s best AI PC with the M5 Max MacBook Pro capable of handling up to 90-billion parameter models, now it’s preparing to introduce what it hopes will be the world’s leading personal AI app….
Microsoft is set to remove Copilot Chat access within Microsoft 365 apps such as Word, Excel, and PowerPoint for large M365 commercial customers starting April 15 — a “mystifying backtrack,” according to one technology industry a…