Multimodal Prototypical Networks for Few-shot Learning

Multimodal Prototypical Networks for Few-shot Learning

17 November 2020

Papers citing "Multimodal Prototypical Networks for Few-shot Learning"

15 / 15 papers shown

Title
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning Yan Wang Wei-Lun Chao Kilian Q. Weinberger Laurens van der Maaten VLM 69 340 0 12 Nov 2019
Few-Shot Learning with Localization in Realistic Settings Davis Wertheimer Bharath Hariharan 58 144 0 09 Apr 2019
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Edgar Schönfeld Sayna Ebrahimi Samarth Sinha Trevor Darrell Zeynep Akata DRL 75 596 0 05 Dec 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 54 235 0 15 Apr 2018
Few-Shot Learning with Metric-Agnostic Conditional Embeddings Nathan Hilliard Lawrence Phillips Scott Howland A. Yankov Court D. Corley Nathan Oken Hodas SSL 69 159 0 12 Feb 2018
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 62 933 0 04 Dec 2017
Efficient K-Shot Learning with Regularized Deep Networks Donghyun Yoo Haoqi Fan Vishnu Boddeti Kris Kitani 39 31 0 06 Oct 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,894 0 09 Mar 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 415 3,209 0 30 Oct 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 57 471 0 16 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 355 7,316 0 13 Jun 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 72 427 0 07 Jun 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 199 841 0 17 May 2016
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 111 5,583 0 07 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 437 16,940 0 20 Dec 2013