Label Embedding Network: Learning Label Representation for Soft Training
of Deep Networks

Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks

28 October 2017

Xuancheng Ren

Papers citing "Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks"

13 / 13 papers shown

Title
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 37 0 0 30 Apr 2025
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport Siqi Zeng Sixian Du M. Yamada Han Zhao OT 46 0 0 04 Oct 2024
TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification Litao Yang Deval Mehta Sidong Liu Dwarikanath Mahapatra A. Di Ieva Zongyuan Ge 37 5 0 01 May 2023
Improving Model Training via Self-learned Label Representations Xiao Yu Nakul Verma SSL 22 0 0 09 Sep 2022
$$\mathcal{Y}$-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning$ $\mathcal{Y}$ -Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning Yitao Liu Chen An Xipeng Qiu 29 17 0 20 Feb 2022
GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy Shaoteng Liu Lijun Gong Kai Ma Yefeng Zheng MedIm 24 38 0 20 Jul 2020
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 36 376 0 13 Jun 2018
Bag-of-Words as Target for Neural Machine Translation Shuming Ma Xu Sun Yizhong Wang Junyang Lin 3DV 16 76 0 13 May 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma Xu Sun Junyang Lin Houfeng Wang 30 46 0 13 May 2018
Global Encoding for Abstractive Summarization Junyang Lin Xu Sun Shuming Ma Qi Su 21 146 0 10 May 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 28 62 0 05 Mar 2018
Shallow Discourse Parsing with Maximum Entropy Model Jingjing Xu 16 0 0 31 Oct 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 22 3 0 31 Oct 2017