FGVC6
The Sixth Workshop on Fine-Grained Visual Categorization
Seaside Ballroom A - Long Beach Convention Center - 9am - 5:30pm June 17th 2019
Organized in conjunction with CVPR 2019
Program
Papers
Hotels-50K: A Global Hotel Recognition Dataset - Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless
Few-shot Humpback Whale Identification using a Progressive Training Technique with Weak Label Boosting - Jian Qiao, Xi Guo, Zijian Zhang, Qin Yang, Sainan Zhu, Jian Huang
Class-Balanced Loss Based on Effective Number of Samples - Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge Belongie
Visualizing and Describing Fine-grained Categories as Textures - Tsung-Yu Lin, Mikayla Timm, Chenyun Wu, Subhransu Maji
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery - Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee
Aligned to the Object, not to the Image:A Unified Pose-aligned Representation for Fine-grained Recognition - Pei Guo, Ryan Farrell
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding - Kaichun Mo, Shilin Zhu, Angel X. Chang, Li Yi, Subarna Tripathi, Leonidas J. Guibas, Hao Su
Few-Shot Learning with Localization in Realistic Settings - Davis Wertheimer, Bharath Hariharan
Few Shot Learning with Task-Level and Query-Level Adaptation - Yiluan Guo, Ngai-Man Cheung
Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization - Gustavo Perez, Laura Bravo, Alejandro Pardo, Pablo Arbelaez
Learning Category-Specific Mesh Reconstruction from Image Collections - Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik
Domain Specific Transfer Learning Using Image Mixing and Stochastic Image Selection - Sheldon Coup, Varvara Vetrova, Eibe Frank, Rachael Tappenden
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation,Segmentation and Re-Identification of Clothing Images - Yuying Ge, Ruimao Zhang, Xiaogang Wang, Xiaoou Tang, Ping Luo
Generalized Zero-Shot Learning via Aligned Variational Autoencoders - Edgar Schoenfeld, Sayna Ebrahimi, Samrath Sinha, Trevor Darrell, Zeynep Akata
The Northumberland Dolphin Dataset: A Multimedia Dataset for Fine-Grained Categorisation of Individual Cetaceans - Georgia W Atkinson, Cameron Trotter, Matthew Sharpe, Stephen McGough, Nick Wright, Per Berggren
FGVC Challenge Papers
The iMet Collection 2019 Challenge Dataset- Chenyang Zhang, Christine Kaeser-Chen, Grace Vesom, Jennie Choi, Maria Kessler, Serge Belongie
The Herbarium Challenge 2019 Dataset -Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge Belongie
FoodX-251: A Dataset for Fine-grained Food Classification - Parneet Kaur, Karan Sikka, Weijun Wang
The iWildCam 2019 Challenge Dataset - Sara M Beery, Dan Morris, Pietro Perona
The Fashionpedia Ontology and Fashion Segmentation Dataset - Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Bharath Hariharan, Claire T Cardie, Serge Belongie
iCassava 2019 Fine-Grained Visual Categorization Challenge - Ernest Mwebaze, Timnit Gebru, Andrea Frome, Solomon Nsumba, Jeremy Tusubira, Chris Omongo