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Make a Strong Teacher with Label Assistance: A Novel Knowledge
  Distillation Approach for Semantic Segmentation

Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation

18 July 2024
Shoumeng Qiu
Jie Chen
Xinrun Li
Ru Wan
Xiangyang Xue
Jian Pu
    VLM
ArXivPDFHTML

Papers citing "Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation"

7 / 7 papers shown
Title
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
Junjie Yang
Junhao Song
Xudong Han
Ziqian Bi
Tianyang Wang
...
Y. Zhang
Qian Niu
Benji Peng
Keyu Chen
Ming Liu
VLM
35
0
0
18 Apr 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang
Niluthpol Chowdhury Mithun
Abhinav Rajvanshi
Han-Pang Chiu
S. Samarasekera
19
0
0
14 Apr 2025
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation
Ayoub Karine
Thibault Napoléon
M. Jridi
VLM
87
0
0
24 Feb 2025
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds
Xu Yan
Jiantao Gao
Chaoda Zheng
Chao Zheng
Ruimao Zhang
Shenghui Cui
Zhen Li
3DPC
81
210
0
10 Jul 2022
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space
  Perspective
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
Luca Scimeca
Seong Joon Oh
Sanghyuk Chun
Michael Poli
Sangdoo Yun
OOD
371
49
0
06 Oct 2021
LGD: Label-guided Self-distillation for Object Detection
LGD: Label-guided Self-distillation for Object Detection
Peizhen Zhang
Zijian Kang
Tong Yang
X. Zhang
N. Zheng
Jian-jun Sun
ObjD
66
30
0
23 Sep 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
226
74,467
0
18 May 2015
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