The Devil is in the Tails: Fine-grained Classification in the Wild

5 September 2017

Papers citing "The Devil is in the Tails: Fine-grained Classification in the Wild"

22 / 122 papers shown

Title
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning Yan Wang Wei-Lun Chao Kilian Q. Weinberger L. V. D. van der Maaten VLM 11 335 0 12 Nov 2019
A Mobile Manipulation System for One-Shot Teaching of Complex Tasks in Homes M. Bajracharya James Borders D. Helmick Thomas Kollar Michael Laskey ... A. Ochiai Josh Petersen K. Shankar Kevin Stone Yutaka Takaoka 14 30 0 30 Sep 2019
Beyond image classification: zooplankton identification with deep vector space embeddings K. Malde Hyeongji Kim 10 2 0 25 Sep 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 11 1,560 0 18 Jun 2019
Does Learning Require Memorization? A Short Tale about a Long Tail Vitaly Feldman TDI 8 481 0 12 Jun 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 11 783 0 10 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 33 82 0 04 Jun 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning Senthil Purushwalkam Maximilian Nickel Abhinav Gupta MarcÁurelio Ranzato 25 169 0 15 May 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 10 94 0 11 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 17 1,131 0 10 Apr 2019
PProCRC: Probabilistic Collaboration of Image Patches Tapabrata (Rohan) Chakraborty B. McCane S. Mills Umapada Pal 12 2 0 21 Mar 2019
CoCoNet: A Collaborative Convolutional Network Tapabrata (Rohan) Chakraborty B. McCane S. Mills Umapada Pal 24 4 0 28 Jan 2019
Class-Balanced Loss Based on Effective Number of Samples Yin Cui Menglin Jia Tsung-Yi Lin Yang Song Serge J. Belongie 15 2,222 0 16 Jan 2019
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 15 49 0 16 Dec 2018
Prototypical Clustering Networks for Dermatological Disease Diagnosis Siyu Dai Shawn Schaffert Murali Ravuri Manish Chablani David Sontag B. Williams 14 18 0 07 Nov 2018
Deep Leaf Segmentation Using Synthetic Data Daniel Ward Peyman Moghadam N. Hudson 19 108 0 28 Jul 2018
Recognition in Terra Incognita Sara Beery Grant Van Horn Pietro Perona 14 822 0 13 Jul 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Yin Cui Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 9 475 0 16 Jun 2018
Feature Transfer Learning for Deep Face Recognition with Under-Represented Data Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 10 35 0 23 Mar 2018
Separating Self-Expression and Visual Content in Hashtag Supervision Andreas Veit Maximilian Nickel Serge J. Belongie L. V. D. van der Maaten VLM 12 29 0 27 Nov 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 8 1,018 0 23 May 2017
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 156 789 0 24 Nov 2014