Measuring Dataset Granularity

Measuring Dataset Granularity

21 December 2019

L. V. D. van der Maaten

Serge J. Belongie

Ser-Nam Lim

Papers citing "Measuring Dataset Granularity"

14 / 14 papers shown

Title
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 42 6 0 06 Jun 2024
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders Scott C. Lowe Joakim Bruslund Haurum Sageev Oore T. Moeslund Graham W. Taylor SSL 46 3 0 04 Jun 2024
LOVM: Language-Only Vision Model Selection O. Zohar Shih-Cheng Huang Kuan-Chieh Jackson Wang Serena Yeung MLLM 42 13 0 15 Jun 2023
GeneCIS: A Benchmark for General Conditional Image Similarity S. Vaze Nicolas Carion Ishan Misra VLM DiffM 29 26 0 13 Jun 2023
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 30 1 0 17 Aug 2022
MOTCOM: The Multi-Object Tracking Dataset Complexity Metric Malte Pedersen Joakim Bruslund Haurum Patrick Dendorfer T. Moeslund VOT 14 1 0 20 Jul 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
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge J. Belongie SSL 19 123 0 12 May 2021
Grafit: Learning fine-grained image representations with coarse labels Hugo Touvron Alexandre Sablayrolles Matthijs Douze Matthieu Cord Hervé Jégou SSL 17 68 0 25 Nov 2020
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 77 193 0 10 Sep 2019
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming-hui Sun Yuchen Yuan Feng Zhou Errui Ding 123 350 0 14 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 278 11,677 0 09 Mar 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 86 233 0 28 Feb 2017
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 153 788 0 24 Nov 2014