ProtoInfoMax: Prototypical Networks with Mutual Information Maximization
for Out-of-Domain Detection

ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection

27 August 2021

Iftitahu Ni'mah

Vlado Menkovski

Mykola Pechenizkiy

Papers citing "ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection"

5 / 5 papers shown

Title
$ROG$_{PL}$: Robust Open-Set Graph Learning via Region-Based Prototype Learning$ ROG $_{PL}$ : Robust Open-Set Graph Learning via Region-Based Prototype Learning Qin Zhang Xiaowei Li Jiexin Lu Liping Qiu Shirui Pan Xiaojun Chen Junyang Chen 55 1 0 28 Feb 2024
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 451 0 10 Mar 2020
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 214 165 0 18 Oct 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 205 244 0 16 Oct 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016