It Takes Two to Tango: Mixup for Deep Metric Learning

It Takes Two to Tango: Mixup for Deep Metric Learning

9 June 2021

Shashanka Venkataramanan

Laurent Amsaleg

Konstantinos Karantzalos

Yannis Avrithis

Papers citing "It Takes Two to Tango: Mixup for Deep Metric Learning"

8 / 8 papers shown

Title
Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space Padmaksha Roy Tyler Cody Himanshu Singhal Kevin Choi Ming Jin OOD 26 1 0 28 Dec 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz A. Aydin Alatan FedML 44 2 0 14 Jul 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 27 2 0 19 Sep 2022
Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash J. Patel Giorgos Tolias Jirí Matas VLM 39 54 0 25 Aug 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 199 176 0 05 Feb 2021
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 112 80 0 13 Oct 2020
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning ByungSoo Ko Geonmo Gu 85 53 0 05 Mar 2020