Fine-grained Categorization and Dataset Bootstrapping using Deep Metric
Learning with Humans in the Loop

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

16 December 2015

Serge J. Belongie

Papers citing "Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop"

18 / 18 papers shown

Title
Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images Hansa Srinivasan Candice Schumann Aradhana Sinha David Madras Gbolahan O. Olanubi Alex Beutel Susanna Ricco Jilin Chen 18 5 0 25 Jan 2024
Interactive Acquisition of Fine-grained Visual Concepts by Exploiting Semantics of Generic Characterizations in Discourse Jonghyuk Park A. Lascarides S. Ramamoorthy VLM 17 2 0 05 May 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 18 2 0 27 Mar 2023
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space Zhe Li Man-Wai Mak Helen M. Meng 26 9 0 29 Oct 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 18 4 0 05 Oct 2022
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 66 279 0 11 Nov 2021
Data-driven Meta-set Based Fine-Grained Visual Classification Chuanyi Zhang Yazhou Yao Xiangbo Shu Zechao Li Zhenmin Tang Qi Wu NoLa 11 2 0 06 Aug 2020
Salvage Reusable Samples from Noisy Data for Robust Learning Zeren Sun Xiansheng Hua Yazhou Yao Xiu-Shen Wei Guosheng Hu Jian Andrew Zhang NoLa 13 41 0 06 Aug 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 19 474 0 18 Mar 2020
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 69 157 0 11 Mar 2020
Deep Metric Learning with Density Adaptivity Yehao Li Ting Yao Yingwei Pan Hongyang Chao Tao Mei 14 11 0 09 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 11 454 0 31 Aug 2019
Adversarial Learning for Fine-grained Image Search Kevin Qinghong Lin Fan Yang Qiaosong Wang Robinson Piramuthu GAN 22 10 0 06 Jul 2018
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Z. Li Ram Nevatia VLM 15 20 0 21 Nov 2017
BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography Michael J. Wilber Chen Fang Hailin Jin Aaron Hertzmann John Collomosse Serge J. Belongie 18 136 0 27 Apr 2017
Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks Devinder Kumar Alexander Wong Graham W. Taylor 16 59 0 13 Apr 2017
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 16 300 0 17 Nov 2016
Local Similarity-Aware Deep Feature Embedding Chen Huang Chen Change Loy Xiaoou Tang 16 175 0 27 Oct 2016