Efficient K-Shot Learning with Regularized Deep Networks

6 October 2017

Papers citing "Efficient K-Shot Learning with Regularized Deep Networks"

9 / 9 papers shown

Title
CVOCSemRPL: Class-Variance Optimized Clustering, Semantic Information Injection and Restricted Pseudo Labeling based Improved Semi-Supervised Few-Shot Learning Rhythm Baghel Souvik Maji Pratik Mazumder 105 0 0 24 Jan 2025
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 465 5,373 0 05 Nov 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 373 7,323 0 13 Jun 2016
One-shot Learning with Memory-Augmented Neural Networks Adam Santoro Sergey Bartunov M. Botvinick Daan Wierstra Timothy Lillicrap 77 525 0 19 May 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,184 0 16 Mar 2016
Using Deep Q-Learning to Control Optimization Hyperparameters Samantha Hansen 41 40 0 12 Feb 2016
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 370 13,145 0 12 Mar 2015
One-Shot Adaptation of Supervised Deep Convolutional Models Judy Hoffman Eric Tzeng Jeff Donahue Yangqing Jia Kate Saenko Trevor Darrell OOD 89 79 0 21 Dec 2013
Frustratingly Easy Domain Adaptation Hal Daumé 117 1,799 0 10 Jul 2009