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View article: Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Open
Language agents powered by large language models (LLMs) have demonstrated remarkable capabilities in understanding, reasoning, and executing complex tasks. However, developing robust agents presents significant challenges: substantial engi…
View article: OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer Open
Recent advancements in Large Language Models (LLMs) have expanded their capabilities to multimodal contexts, including comprehensive video understanding. However, processing extensive videos such as 24-hour CCTV footage or full-length film…
View article: Joint Partial Optimal Transport for Open Set Domain Adaptation
Joint Partial Optimal Transport for Open Set Domain Adaptation Open
Domain adaptation (DA) has achieved a resounding success to learn a good classifier by leveraging labeled data from a source domain to adapt to an unlabeled target domain. However, in a general setting when the target domain contains class…