The Group Loss for Deep Metric Learning

The Group Loss for Deep Metric Learning

1 December 2019

Sebastiano Vascon

Alessandro Torcinovich

Marcello Pelillo

Laura Leal-Taixe

Papers citing "The Group Loss for Deep Metric Learning"

6 / 6 papers shown

Title
Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap Weiyang Liu L. Yu Adrian Weller Bernhard Schölkopf 37 18 0 11 Mar 2023
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks Jon Almazán ByungSoo Ko Geonmo Gu Diane Larlus Yannis Kalantidis ObjD VLM 41 7 0 05 Oct 2022
The Group Loss++: A deeper look into group loss for deep metric learning Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 29 12 0 04 Apr 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
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 29 77 0 04 Jun 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,892 0 15 Sep 2016