Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification

27 July 2016

Papers citing "Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification"

20 / 20 papers shown

Title
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
Estimation of embedding vectors in high dimensions G. A. Azar M. Emami A. Fletcher Sundeep Rangan 19 1 0 12 Dec 2023
Denoising Multi-Similarity Formulation: A Self-paced Curriculum-Driven Approach for Robust Metric Learning Chenkang Zhang Lei Luo Bin Gu 24 4 0 19 Nov 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 29 2 0 29 Sep 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection Peiliang Huang Junwei Han De-Chun Cheng Dingwen Zhang ObjD 26 39 0 01 Jan 2022
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 15 86 0 16 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 19 53 0 29 Apr 2020
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 8 174 0 16 Aug 2019
Deep Metric Learning Beyond Binary Supervision Sungyeon Kim Minkyo Seo Ivan Laptev Minsu Cho Suha Kwak SSL 15 94 0 21 Apr 2019
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 13 66 0 18 May 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 13 151 0 16 Mar 2018
Zero-Shot Learning via Latent Space Encoding Yunlong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 16 68 0 26 Dec 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales 39 4,013 0 16 Nov 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay K. Verma Piyush Rai VLM 24 196 0 25 Jul 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 11 919 0 23 Jun 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 24 46 0 11 May 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach Yunlong Yu Zhong Ji Xi Li Jichang Guo Zhongfei Zhang Haibin Ling Fei Wu VLM 14 84 0 27 Mar 2017
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 13 19 0 23 Nov 2016
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 18 300 0 17 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 25 700 0 15 Nov 2016