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Synthetic Examples Improve Generalization for Rare Classes

Synthetic Examples Improve Generalization for Rare Classes

11 April 2019
Sara Beery
Yang Liu
Dan Morris
Jim Piavis
Ashish Kapoor
M. Meister
Neel Joshi
Pietro Perona
ArXivPDFHTML

Papers citing "Synthetic Examples Improve Generalization for Rare Classes"

8 / 8 papers shown
Title
Uncertainty-guided Boundary Learning for Imbalanced Social Event
  Detection
Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection
Jiaqian Ren
Hao Peng
Lei Jiang
Zhiwei Liu
Jia Wu
Zhengtao Yu
Phillp S. Yu
23
13
0
30 Oct 2023
Finding Differences Between Transformers and ConvNets Using
  Counterfactual Simulation Testing
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
Nataniel Ruiz
Sarah Adel Bargal
Cihang Xie
Kate Saenko
Stan Sclaroff
ViT
33
5
0
29 Nov 2022
Human Body Measurement Estimation with Adversarial Augmentation
Human Body Measurement Estimation with Adversarial Augmentation
Nataniel Ruiz
Míriam Bellver
Timo Bolkart
Ambuj Arora
Ming-Chia Lin
Javier Romero
Raj Bala
3DH
37
3
0
11 Oct 2022
Computational bioacoustics with deep learning: a review and roadmap
Computational bioacoustics with deep learning: a review and roadmap
D. Stowell
30
235
0
13 Dec 2021
A Shared Representation for Photorealistic Driving Simulators
A Shared Representation for Photorealistic Driving Simulators
Saeed Saadatnejad
Siyuan Li
Taylor Mordan
Alexandre Alahi
19
5
0
09 Dec 2021
ElephantBook: A Semi-Automated Human-in-the-Loop System for Elephant
  Re-Identification
ElephantBook: A Semi-Automated Human-in-the-Loop System for Elephant Re-Identification
Peter Kulits
J. Wall
A. Bedetti
M. Henley
Sara Beery
24
20
0
29 Jun 2021
The iWildCam 2021 Competition Dataset
The iWildCam 2021 Competition Dataset
Sara Beery
Arush Agarwal
Elijah Cole
Vighnesh Birodkar
22
75
0
07 May 2021
How many images do I need? Understanding how sample size per class
  affects deep learning model performance metrics for balanced designs in
  autonomous wildlife monitoring
How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring
S. Shahinfar
P. Meek
G. Falzon
14
150
0
16 Oct 2020
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