Low-Shot Learning from Imaginary 3D Model

Low-Shot Learning from Imaginary 3D Model

4 January 2019

ArXiv (abs)PDF HTML

Papers citing "Low-Shot Learning from Imaginary 3D Model"

19 / 19 papers shown

Title
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 68 606 0 20 Mar 2018
Semi-supervised FusedGAN for Conditional Image Generation Navaneeth Bodla G. Hua Rama Chellappa 64 57 0 17 Jan 2018
Low-Shot Learning from Imaginary Data Yu-Xiong Wang Ross B. Girshick M. Hebert Bharath Hariharan VLM 108 677 0 16 Jan 2018
Efficient K-Shot Learning with Regularized Deep Networks Donghyun Yoo Haoqi Fan Vishnu Boddeti Kris Kitani 46 31 0 06 Oct 2017
Low-shot learning with large-scale diffusion Matthijs Douze Arthur Szlam Bharath Hariharan Hervé Jégou 65 113 0 07 Jun 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 303 8,145 0 15 Mar 2017
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning Dingwen Zhang Deyu Meng Long Zhao Junwei Han WSOD 64 87 0 03 Mar 2017
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 120 2,728 0 10 Dec 2016
3D Menagerie: Modeling the 3D shape and pose of animals Silvia Zuffi Angjoo Kanazawa David Jacobs Michael J. Black 3DH 90 388 0 23 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 436 3,215 0 30 Oct 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 108 1,584 0 27 Jul 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 70 471 0 16 Jun 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
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 80 49 0 09 Jun 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 70 117 0 24 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Curriculum Learning of Multiple Tasks Anastasia Pentina V. Sharmanska Christoph H. Lampert 72 245 0 03 Dec 2014
Category-Specific Object Reconstruction from a Single Image Abhishek Kar Shubham Tulsiani João Carreira Jitendra Malik 3DV 60 287 0 22 Nov 2014