Hard Negative Mining for Metric Learning Based Zero-Shot Classification

26 August 2016

Papers citing "Hard Negative Mining for Metric Learning Based Zero-Shot Classification"

25 / 25 papers shown

Title
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval Guanqi Zhan Yuanpei Liu Kai Han Weidi Xie Andrew Zisserman VLM 527 0 0 21 Feb 2025
A Systematic Review on Long-Tailed Learning Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 115 8 0 01 Aug 2024
Data curation via joint example selection further accelerates multimodal learning Talfan Evans Nikhil Parthasarathy Hamza Merzic Olivier J. Hénaff 109 15 0 25 Jun 2024
Multi-threshold Deep Metric Learning for Facial Expression Recognition Wenwu Yang Jinyi Yu Tuo Chen Zhenguang Liu Xun Wang Jianbing Shen CVBM 87 3 0 24 Jun 2024
RealKIE: Five Novel Datasets for Enterprise Key Information Extraction Benjamin Townsend Madison May Christopher Wells SyDa 92 0 0 29 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 120 11 0 27 Feb 2024
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction Yakun Wang Binbin Hu Shuo Yang Meiqi Zhu Qing Cui Qiyang Zhang Jun Zhou Guo Ye Huimei He 32 0 0 08 Dec 2023
S2vNTM: Semi-supervised vMF Neural Topic Modeling Weijie Xu Jay Desai Srinivasan H. Sengamedu Xiaoyu Jiang Francis Iannacci VLM 57 1 0 06 Jul 2023
3DEG: Data-Driven Descriptor Extraction for Global re-localization in subterranean environments Nikolaos Stathoulopoulos A. Koval G. Nikolakopoulos 3DPC 91 10 0 13 Oct 2022
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation Rong Li Anh-Quan Cao Raoul de Charette 3DV 3DPC 198 15 0 04 Oct 2022
Query-based Hard-Image Retrieval for Object Detection at Test Time Edward W. Ayers Jonathan Sadeghi John Redford Romain Mueller P. Dokania 70 2 0 23 Sep 2022
A Review and Roadmap of Deep Learning Causal Discovery in Different Variable Paradigms Hang Chen Keqing Du Xinyu Yang Chenguang Li CML 79 12 0 14 Sep 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 113 77 0 14 Feb 2022
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 75 33 0 25 Jun 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 198 483 0 28 Jan 2021
Are all negatives created equal in contrastive instance discrimination? Tiffany Cai Jonathan Frankle D. Schwab Ari S. Morcos SSL 76 83 0 13 Oct 2020
Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation Madan Ravi Ganesh Jason J. Corso ODL 57 10 0 13 Jan 2020
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Xuefei Cao Bor-Chun Chen Ser-Nam Lim SSL 57 19 0 16 Nov 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 131 973 0 11 Jul 2019
A Review of Object Detection Models based on Convolutional Neural Network F. Sultana Abu Sufian P. Dutta ObjD 112 210 0 05 May 2019
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 195 415 0 16 Oct 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 65 23 0 22 Aug 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 59 224 0 08 Mar 2018
Generating Visual Representations for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 104 152 0 23 Aug 2017
DeMIAN: Deep Modality Invariant Adversarial Network Kuniaki Saito Yusuke Mukuta Yoshitaka Ushiku Tatsuya Harada VLM GAN 49 6 0 23 Dec 2016