Fine-grained Category Discovery under Coarse-grained supervision with
Hierarchical Weighted Self-contrastive Learning

Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning

14 October 2022

Papers citing "Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning"

17 / 17 papers shown

Title
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery Yimin Deng Yuxia Wu Guoshuai Zhao Li Zhu Xueming Qian 27 0 0 26 Oct 2024
A Survey of Ontology Expansion for Conversational Understanding Jinggui Liang Yuxia Wu Yuan Fang Hao Fei Lizi Liao 24 1 0 19 Oct 2024
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng Zhiwei Jiang Yafeng Yin Zhaoling Chen Cong Wang Shiping Ge Qiguo Huang Qing Gu 21 0 0 06 Aug 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts Chang Tian Matthew B. Blaschko Wenpeng Yin Mingzhe Xing Yinliang Yue Marie-Francine Moens 38 2 0 18 Jun 2024
Learning Label Hierarchy with Supervised Contrastive Learning Ruixue Lian W. Sethares Junjie Hu 19 1 0 31 Jan 2024
Generalized Category Discovery with Large Language Models in the Loop Wenbin An Wenkai Shi Feng Tian Haonan Lin Qianying Wang ... Mingxiang Cai Luyan Wang Yan Chen Haiping Zhu Ping Chen 27 9 0 18 Dec 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 24 31 0 28 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 18 15 0 30 Oct 2023
A Diffusion Weighted Graph Framework for New Intent Discovery Wenkai Shi Wenbin An Feng Tian Qinghua Zheng Qianying Wang Ping Chen DiffM 18 9 0 24 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 32 5 0 16 Oct 2023
Generalized Category Discovery with Decoupled Prototypical Network Wenbin An Feng Tian Qinghua Zheng Wei Ding Qianying Wang Ping Chen 28 44 0 28 Nov 2022
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Dheeraj Mekala Varun Gangal Jingbo Shang AI4TS 27 22 0 22 Sep 2021
A Relation-Oriented Clustering Method for Open Relation Extraction Jun Zhao Tao Gui Qi Zhang Yaqian Zhou 32 33 0 15 Sep 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 43 78 0 12 Sep 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 114 201 0 16 Feb 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 149 670 0 10 Oct 2020
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 61 156 0 11 Mar 2020