Few-Shot Learning with Per-Sample Rich Supervision

10 June 2019

Papers citing "Few-Shot Learning with Per-Sample Rich Supervision"

11 / 11 papers shown

Title
Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning Yuval Atzmon Gal Chechik BDL VLM 82 29 0 07 Jun 2018
Teaching Categories to Human Learners with Visual Explanations Oisin Mac Aodha Shihan Su Yuxin Chen Pietro Perona Yisong Yue 132 71 0 20 Feb 2018
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision Mohamed Elhoseiny Yizhe Zhu Han Zhang Ahmed Elgammal VLM 90 134 0 04 Sep 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 307 8,164 0 15 Mar 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 87 845 0 13 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 843 11,961 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 385 7,343 0 13 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 123 49 0 09 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 134 1,312 0 18 Nov 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 444 43,875 0 01 May 2014