Search Results for author: Yugeng Lin

Found 3 papers, 3 papers with code

UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning

1 code implementation19 Mar 2021 Zhigang Dai, Bolun Cai, Yugeng Lin, Junying Chen

To fully utilize the label annotations, we propose Unified Momentum Contrast (UniMoCo), which extends MoCo to support arbitrary ratios of labeled data and unlabeled data training.

Representation Learning

UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

2 code implementations CVPR 2021 Zhigang Dai, Bolun Cai, Yugeng Lin, Junying Chen

Inspired by the great success of pre-training transformers in natural language processing, we propose a pretext task named random query patch detection to Unsupervisedly Pre-train DETR (UP-DETR) for object detection.

Multi-Task Learning object-detection +3

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