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Pengcheng Lv

4 accepted papers

2026

CATNet: Collaborative Alignment and Transformation Network for Cooperative Perception

CVPR 2026

Cooperative perception significantly enhances scene understanding by integrating complementary information from diverse agents. However, existing research often overlooks critical challenges inherent in real-world multi-source data integration, specifically high temporal latency and multi-source noi

Cited by 0SourceScholar
2026

CoRA: A Collaborative Robust Architecture with Hybrid Fusion for Efficient Perception

AAAI 2026technical

Collaborative perception has garnered significant attention as a crucial technology to overcome the perceptual limitations of single-agent systems. Many state-of-the-art (SOTA) methods have achieved communication efficiency and high performance via intermediate fusion. However, they share a critical

Cited by 0SourcePDFScholar
2022

Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement

COLING 2022main

In an open-domain dialogue system, the consistent persona is a key factor to generate real and coherent dialogues. Existing methods suffer from the incomprehensive persona tags that have unique and obscure meanings to describe human’s personality. Besides, the addressee information, which is closely…