Transductive Label Augmentation for Improved Deep Network Learning

Transductive Label Augmentation for Improved Deep Network Learning

26 May 2018

Alessandro Torcinovich

Sebastiano Vascon

Marcello Pelillo

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Papers citing "Transductive Label Augmentation for Improved Deep Network Learning"

16 / 16 papers shown

Title
Probability-density-aware Semi-supervised Learning Shuyang Liu Ruiqiu Zheng Yunhang Shen Ke Li Xing Sun Zhou Yu Shaohui Lin 104 0 0 08 Jan 2025
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 109 2 0 25 Oct 2023
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 71 12 0 04 Apr 2022
Customizing Graph Neural Networks using Path Reweighting Jianpeng Chen Yujing Wang Ming Zeng Zongyi Xiang Bitan Hou Yu Tong Ole J. Mengshoel Yazhou Ren 63 2 0 21 Jun 2021
Universum GANs: Improving GANs through contradictions Sauptik Dhar Javad Heydari S. Tripathi Unmesh Kurup Mohak Shah GAN SyDa 39 1 0 18 Jun 2021
Learning Intra-Batch Connections for Deep Metric Learning Jenny Seidenschwarz Ismail Elezi Laura Leal-Taixé FedML 78 54 0 15 Feb 2021
Transductive Visual Verb Sense Disambiguation Sebastiano Vascon Sinem Aslan Gianluca Bigaglia Lorenzo Giudice Marcello Pelillo CoGe 34 2 0 20 Dec 2020
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization Hanchen Xie Mohamed E. Hussein Aram Galstyan Wael Abd-Almageed SSL 59 8 0 30 Nov 2020
Exploiting Contextual Information with Deep Neural Networks Ismail Elezi 50 3 0 21 Jun 2020
Improving Query Safety at Pinterest A. Mahabal Yinrui Li Rajat Raina Daniel W. Sun Revati Mahajan J. Leskovec AAML 12 1 0 20 Jun 2020
Constrained Dominant sets and Its applications in computer vision A. Tesfaye 15 1 0 12 Feb 2020
The Group Loss for Deep Metric Learning Ismail Elezi Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 175 51 0 01 Dec 2019
Unsupervised Domain Adaptation using Graph Transduction Games Sebastiano Vascon Sinem Aslan Alessandro Torcinovich Twan van Laarhoven E. Marchiori Marcello Pelillo 39 8 0 06 May 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 128 626 0 09 Apr 2019
Ancient Coin Classification Using Graph Transduction Games Sinem Aslan Sebastiano Vascon Marcello Pelillo GNN 15 3 0 02 Oct 2018
Deep Learning in the Wild Thilo Stadelmann Mohammadreza Amirian Ismail Arabaci M. Arnold G. Duivesteijn ... Melanie Geiger Stefan Lörwald B. Meier Katharina Rombach Lukas Tuggener 67 42 0 13 Jul 2018