Search Results for author: Dahu Shi

Found 7 papers, 6 papers with code

Distilling DETR with Visual-Linguistic Knowledge for Open-Vocabulary Object Detection

1 code implementation ICCV 2023 Liangqi Li, Jiaxu Miao, Dahu Shi, Wenming Tan, Ye Ren, Yi Yang, ShiLiang Pu

Current methods for open-vocabulary object detection (OVOD) rely on a pre-trained vision-language model (VLM) to acquire the recognition ability.

Knowledge Distillation Language Modelling +2

Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation

1 code implementation ICCV 2023 Heng Zhao, Shenxing Wei, Dahu Shi, Wenming Tan, Zheyang Li, Ye Ren, Xing Wei, Yi Yang, ShiLiang Pu

Taking the symmetry properties of objects into consideration, we design a symmetry-aware matching loss to facilitate the learning of dense point-wise geometry features and improve the performance considerably.

6D Pose Estimation 6D Pose Estimation using RGB +3

End-to-End Multi-Person Pose Estimation With Transformers

1 code implementation CVPR 2022 Dahu Shi, Xing Wei, Liangqi Li, Ye Ren, Wenming Tan

Current methods of multi-person pose estimation typically treat the localization and association of body joints separately.

Multi-Person Pose Estimation

Scene-Adaptive Attention Network for Crowd Counting

no code implementations31 Dec 2021 Xing Wei, Yuanrui Kang, Jihao Yang, Yunfeng Qiu, Dahu Shi, Wenming Tan, Yihong Gong

First of all, we design a deformable attention in-built Transformer backbone, which learns adaptive feature representations with deformable sampling locations and dynamic attention weights.

Crowd Counting

SOIT: Segmenting Objects with Instance-Aware Transformers

1 code implementation21 Dec 2021 Xiaodong Yu, Dahu Shi, Xing Wei, Ye Ren, Tingqun Ye, Wenming Tan

The pixel-wise mask, especially, is embedded by a group of parameters to construct a lightweight instance-aware transformer.

Instance Segmentation Segmentation +1

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