Search Results for author: Yiting Cheng

Found 4 papers, 2 papers with code

Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context

no code implementations14 Oct 2023 Yicheng Song, Shuyong Gao, Haozhe Xing, Yiting Cheng, Yan Wang, Wenqiang Zhang

Unsupervised salient object detection aims to detect salient objects without using supervision signals eliminating the tedious task of manually labeling salient objects.

Contrastive Learning object-detection +3

CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning

1 code implementation CVPR 2023 Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang

Our framework, termed as domain-aware sign language retrieval via Cross-lingual Contrastive learning or CiCo for short, outperforms the pioneering method by large margins on various datasets, e. g., +22. 4 T2V and +28. 0 V2T R@1 improvements on How2Sign dataset, and +13. 7 T2V and +17. 1 V2T R@1 improvements on PHOENIX-2014T dataset.

Contrastive Learning Retrieval +5

Dual Path Learning for Domain Adaptation of Semantic Segmentation

1 code implementation ICCV 2021 Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Fang Wen, Wenqiang Zhang

In this paper, based on the observation that domain adaptation frameworks performed in the source and target domain are almost complementary in terms of image translation and SSL, we propose a novel dual path learning (DPL) framework to alleviate visual inconsistency.

Domain Adaptation Segmentation +4

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