Search Results for author: Yucheng Chen

Found 3 papers, 1 papers with code

Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data

no code implementations10 Jan 2024 Jinjing Zhu, Yucheng Chen, Lin Wang

We then propose a Task-irrelevant data-Guided Knowledge Transfer (TGKT) module that transfers knowledge from the source model to the target model by leveraging the paired TI data.

Transfer Learning

Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation

no code implementations7 Oct 2023 Jingyi Pan, Sihang Li, Yucheng Chen, Jinjing Zhu, Lin Wang

Moreover, semantic segmentation models trained on daytime datasets often face difficulties in generalizing effectively to nighttime conditions.

Autonomous Driving Contrastive Learning +4

Deep Learning for Omnidirectional Vision: A Survey and New Perspectives

1 code implementation21 May 2022 Hao Ai, Zidong Cao, Jinjing Zhu, Haotian Bai, Yucheng Chen, Lin Wang

Omnidirectional image (ODI) data is captured with a 360x180 field-of-view, which is much wider than the pinhole cameras and contains richer spatial information than the conventional planar images.

Autonomous Driving

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