Large Margin Few-Shot Learning

Large Margin Few-Shot Learning

8 July 2018

Xiao-Ming Wu

Papers citing "Large Margin Few-Shot Learning"

15 / 15 papers shown

Title
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model Chen Huang Yang Deng Wenqiang Lei Jiancheng Lv Ido Dagan 48 4 0 20 May 2024
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 34 9 0 19 Jul 2022
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Miao Zhang Miaojing Shi Li Li VLM 49 20 0 30 Oct 2021
Recent Advances in Large Margin Learning Yiwen Guo Changshui Zhang AAML AI4CE 36 13 0 25 Mar 2021
Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification Yan Xiao Yaochu Jin K. Hao 50 43 0 10 Jan 2021
Contrastive Weight Regularization for Large Minibatch SGD Qiwei Yuan Weizhe Hua Yi Zhou Cunxi Yu OffRL 21 1 0 17 Nov 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 19 47 0 06 Sep 2020
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning Jia-Fong Yeh Hsin-Ying Lee Bing-Chen Tsai Yi-Rong Chen Ping Huang Winston H. Hsu 21 14 0 19 May 2020
Few-Shot Learning with Geometric Constraints Hong G Jung Seong-Whan Lee 31 49 0 20 Mar 2020
Variational Metric Scaling for Metric-Based Meta-Learning Jiaxin Chen Li-Ming Zhan Xiao-Ming Wu K. F. Chung 13 47 0 26 Dec 2019
Associative Alignment for Few-shot Image Classification Arman Afrasiyabi Jean-François Lalonde Christian Gagné VLM 8 150 0 11 Dec 2019
Revisiting Metric Learning for Few-Shot Image Classification Xiaomeng Li Lequan Yu Chi-Wing Fu Meng Fang Pheng-Ann Heng VLM 24 93 0 06 Jul 2019
Comparison Network for One-Shot Conditional Object Detection Tengfei Zhang Yue Zhang Xian Sun Hao Sun Ming Yan Xue Yang Kun Fu ObjD 53 23 0 04 Apr 2019
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 478 11,715 0 09 Mar 2017