Semi-Supervised and Active Few-Shot Learning with Prototypical Networks

29 November 2017

Papers citing "Semi-Supervised and Active Few-Shot Learning with Prototypical Networks"

7 / 7 papers shown

Title
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks Victor Boutin Rishav Mukherji Aditya Agrawal Sabine Muzellec Thomas Fel Thomas Serre Rufin VanRullen DiffM 42 0 0 10 Jun 2024
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 37 3 0 11 Oct 2022
Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings Aymane Abdali Vincent Gripon Lucas Drumetz Bartosz Bogusławski 39 1 0 23 Sep 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 36 9 0 19 Jul 2022
Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks Gabriel García Rocío del Amor Adrián Colomer R. Verdú J. Morales-Sánchez Valery Naranjo 29 25 0 25 Jun 2021
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 29 123 0 29 Jan 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 547 11,727 0 09 Mar 2017