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Adapted Deep Embeddings: A Synthesis of Methods for $k$ -Shot Inductive Transfer Learning

22 May 2018

Papers citing "Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning"

20 / 20 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 171 0 0 21 Dec 2024
Learning Deep Disentangled Embeddings with the F-Statistic Loss Karl Ridgeway Michael C. Mozer FedML DRL CoGe 72 218 0 14 Feb 2018
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 55 15 0 26 Oct 2017
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 78 506 0 04 Aug 2017
Few-Shot Learning Through an Information Retrieval Lens Eleni Triantafillou R. Zemel R. Urtasun 67 238 0 09 Jul 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 305 8,154 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 833 11,952 0 09 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 128 364 0 09 Mar 2017
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 119 351 0 02 Nov 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 378 7,343 0 13 Jun 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 97 427 0 07 Jun 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 59 443 0 21 Mar 2016
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 97 1,645 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,172 0 12 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 223 5,215 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,353 0 06 Nov 2014
Deep Metric Learning for Practical Person Re-Identification Dong Yi Zhen Lei Stan Z. Li 84 168 0 18 Jul 2014
A Survey on Metric Learning for Feature Vectors and Structured Data A. Bellet Amaury Habrard M. Sebban 136 681 0 28 Jun 2013

Adapted Deep Embeddings: A Synthesis of Methods for kkk-Shot Inductive Transfer Learning

Papers citing "Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning"

Adapted Deep Embeddings: A Synthesis of Methods for $k$ -Shot Inductive Transfer Learning