Search Results for author: Enming Zhang

Found 5 papers, 4 papers with code

PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model

1 code implementation21 Mar 2024 Zheng Zhang, Yeyao Ma, Enming Zhang, Xiang Bai

PSALM is a powerful extension of the Large Multi-modal Model (LMM) to address the segmentation task challenges.

Generalized Referring Expression Segmentation Image Segmentation +5

SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector

1 code implementation14 Dec 2023 Shuailei Ma, Yuefeng Wang, Ying WEI, Jiaqi Fan, Enming Zhang, Xinyu Sun, Peihao Chen

Ablation experiments demonstrate that both of them are effective in mitigating the impact of open-world knowledge distillation on the learning of known objects.

Knowledge Distillation Object +3

Detecting the open-world objects with the help of the Brain

1 code implementation21 Mar 2023 Shuailei Ma, Yuefeng Wang, Ying WEI, Peihao Chen, Zhixiang Ye, Jiaqi Fan, Enming Zhang, Thomas H. Li

We propose leveraging the VL as the ``Brain'' of the open-world detector by simply generating unknown labels.

Object object-detection +1

Transferability-Guided Cross-Domain Cross-Task Transfer Learning

no code implementations12 Jul 2022 Yang Tan, Enming Zhang, Yang Li, Shao-Lun Huang, Xiao-Ping Zhang

We propose two novel transferability metrics F-OTCE (Fast Optimal Transport based Conditional Entropy) and JC-OTCE (Joint Correspondence OTCE) to evaluate how much the source model (task) can benefit the learning of the target task and to learn more transferable representations for cross-domain cross-task transfer learning.

Transfer Learning

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