Search Results for author: Jiashuo Fan

Found 3 papers, 1 papers with code

RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning

no code implementations ICCV 2023 Jiashuo Fan, Yaoyuan Liang, Leyao Liu, ShaoLun Huang, Lei Zhang

We evaluate our approach on two datasets and show that our proposed RCA-NOC approach outperforms state-of-the-art methods by a large margin, demonstrating its effectiveness in improving vision-language representation for novel object captioning.

Contrastive Learning Object +1

ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations

no code implementations19 Jul 2023 Leyao Liu, Tao Kong, Minzhao Zhu, Jiashuo Fan, Lu Fang

Instead of directly using the model inference way, i. e., mean-shift clustering, to generate the pseudo labels, we propose to use k-means with fixed initial seeds: the annotated points.

3D Instance Segmentation Clustering +3

UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation

1 code implementation CVPR 2022 Jiashuo Fan, Bin Gao, Huan Jin, Lihui Jiang

Deep neural networks (DNNs) have witnessed great successes in semantic segmentation, which requires a large number of labeled data for training.

Segmentation Semi-Supervised Semantic Segmentation

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