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Probing the State of the Art: A Critical Look at Visual Representation
  Evaluation

Probing the State of the Art: A Critical Look at Visual Representation Evaluation

30 November 2019
Cinjon Resnick
Zeping Zhan
Joan Bruna
    AI4TS
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Papers citing "Probing the State of the Art: A Critical Look at Visual Representation Evaluation"

8 / 8 papers shown
Title
Evaluating Representations with Readout Model Switching
Evaluating Representations with Readout Model Switching
Yazhe Li
J. Bornschein
Marcus Hutter
27
0
0
19 Feb 2023
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
Hanchen Wang
Jean Kaddour
Shengchao Liu
Jian Tang
Joan Lasenby
Qi Liu
30
20
0
16 Jun 2022
On the Origins of the Block Structure Phenomenon in Neural Network
  Representations
On the Origins of the Block Structure Phenomenon in Neural Network Representations
Thao Nguyen
M. Raghu
Simon Kornblith
25
14
0
15 Feb 2022
Socially Supervised Representation Learning: the Role of Subjectivity in
  Learning Efficient Representations
Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient Representations
Julius Taylor
Eleni Nisioti
Clément Moulin-Frier
19
0
0
20 Sep 2021
Multiple Instance Captioning: Learning Representations from
  Histopathology Textbooks and Articles
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles
Jevgenij Gamper
Nasir M. Rajpoot
27
62
0
08 Mar 2021
Evaluating representations by the complexity of learning low-loss
  predictors
Evaluating representations by the complexity of learning low-loss predictors
William F. Whitney
M. Song
David Brandfonbrener
Jaan Altosaar
Kyunghyun Cho
25
23
0
15 Sep 2020
How Useful is Self-Supervised Pretraining for Visual Tasks?
How Useful is Self-Supervised Pretraining for Visual Tasks?
Alejandro Newell
Jia Deng
SSL
25
136
0
31 Mar 2020
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
Tianwei Lin
Xu Zhao
Haisheng Su
Chongjing Wang
Ming Yang
139
700
0
08 Jun 2018
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