Towards Practical Few-Shot Query Sets: Transductive Minimum Description
Length Inference

Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference

26 October 2022

Ségolène Martin

Émilie Chouzenoux

Ismail Ben Ayed

Papers citing "Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference"

11 / 11 papers shown

Title
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 123 0 0 21 Dec 2024
Realistic Evaluation of Transductive Few-Shot Learning Olivier Veilleux Malik Boudiaf Pablo Piantanida Ismail Ben Ayed 58 35 0 24 Apr 2022
Transductive Few-Shot Classification on the Oblique Manifold Guodong Qi Huimin Yu Zhaohui Lu Shuzhao Li 32 45 0 09 Aug 2021
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning Yuqing Hu Vincent Gripon S. Pateux 32 167 0 06 Jun 2020
Instance Credibility Inference for Few-Shot Learning Yikai Wang C. Xu Chen Liu Li Zhang Yanwei Fu 53 162 0 26 Mar 2020
TaskNorm: Rethinking Batch Normalization for Meta-Learning J. Bronskill Jonathan Gordon James Requeima Sebastian Nowozin Richard Turner 77 89 0 06 Mar 2020
Prototype Rectification for Few-Shot Learning Jinlu Liu Liang Song Yongqiang Qin 55 247 0 25 Nov 2019
Few-Shot Learning with Localization in Realistic Settings Davis Wertheimer Bharath Hariharan 45 142 0 09 Apr 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 744 11,793 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 262 7,286 0 13 Jun 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 914 39,383 0 01 Sep 2014