Labeled Data Selection for Category Discovery

Labeled Data Selection for Category Discovery

7 June 2024

Bingchen Zhao

Oisin Mac Aodha

Papers citing "Labeled Data Selection for Category Discovery"

14 / 14 papers shown

Title
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 161 0 0 17 Oct 2024
Neighborhood Contrastive Learning for Novel Class Discovery Zhun Zhong Enrico Fini Subhankar Roy Zhiming Luo Elisa Ricci N. Sebe 43 144 0 20 Jun 2021
FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding Dian Shao Yue Zhao Bo Dai Dahua Lin 46 322 0 14 Apr 2020
LEEP: A New Measure to Evaluate Transferability of Learned Representations Cuong V Nguyen Tal Hassner Matthias Seeger Cédric Archambeau 55 213 0 27 Feb 2020
Automatically Discovering and Learning New Visual Categories with Ranking Statistics Kai Han Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Andrea Vedaldi Andrew Zisserman SSL 29 181 0 13 Feb 2020
Learning to Discover Novel Visual Categories via Deep Transfer Clustering Kai Han Andrea Vedaldi Andrew Zisserman SSL 68 297 0 26 Aug 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 153 164 0 21 Aug 2019
The iMaterialist Fashion Attribute Dataset Sheng Guo Weilin Huang Xiao Zhang Prasanna Srikhanta Huayu Chen Yuan Li Matthew R. Scott Hartwig Adam Serge J. Belongie VLM 32 77 0 13 Jun 2019
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 62 846 0 17 Jul 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 51 1,125 0 25 Apr 2018
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 110 2,386 0 10 Jul 2017
Online Batch Selection for Faster Training of Neural Networks I. Loshchilov Frank Hutter ODL 71 299 0 19 Nov 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 91 2,227 0 21 Jun 2013