Existing parameter-efficient fine-tuning (PEFT) methods have achieved significant success on vision transformers (ViTs) adaptation by improving parameter efficiency. However, the exploration of ...

Abstract: Dynamic graphs arise in various real-world applications, and it is often welcomed to model the dynamics in continuous time domain for its flexibility. This paper aims to design an ...

Abstract: Robust local navigation is a critical capability for any mobile robot operating in a real-world unstructured environment, especially when there are humans or other moving obstacles in the ...

A lightweight framework that gives language models (LMs) a persistent, evolving memory during inference time. Dynamic Cheatsheet (DC) endows black-box language models with the ability to store and ...

Across industries, pricing strategies are quietly shifting. What was once a predictable rhythm of annual increases is now giving way to continuous, incremental adjustments—and, in some cases, fully ...