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02/07/2023
Boosting Zero-shot Classification with Synthetic Data Diversity via Stable Diffusion
Recent research has shown it is possible to perform zero-shot classifica...
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04/20/2022
Does Interference Exist When Training a Once-For-All Network?
The Once-For-All (OFA) method offers an excellent pathway to deploy a tr...
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02/03/2020
Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation
We present a novel approach to perform the unsupervised domain adaptatio...
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09/22/2019
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
The condition of the Glomeruli, or filter sacks, in renal Direct Immunof...
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07/16/2019
Deep inspection: an electrical distribution pole parts study via deep neural networks
Electrical distribution poles are important assets in electricity supply...
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06/24/2019
Deep Instance-Level Hard Negative Mining Model for Histopathology Images
Histopathology image analysis can be considered as a Multiple instance l...
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06/24/2019
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels
This work tackles the problem of generating a medical report for multi-i...
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06/14/2018
Convex Class Model on Symmetric Positive Definite Manifolds
The effectiveness of Symmetric Positive Definite (SPD) manifold features...
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03/20/2018
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks
This work tackles the automatic fine-grained slide quality assessment pr...
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12/22/2017
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks
This work shows that it is possible to fool/attack recent state-of-the-a...
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12/07/2017
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition
This work tackles the face recognition task on images captured using the...
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10/17/2016
What is the Best Way for Extracting Meaningful Attributes from Pictures?
Automatic attribute discovery methods have gained in popularity to extra...
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04/26/2016
Towards Miss Universe Automatic Prediction: The Evening Gown Competition
Can we predict the winner of Miss Universe after watching how they strid...
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02/21/2016
Determining the best attributes for surveillance video keywords generation
Automatic video keyword generation is one of the key ingredients in redu...
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02/05/2016
Automatic and Quantitative evaluation of attribute discovery methods
Many automatic attribute discovery methods have been developed to extrac...
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02/04/2016
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions
We present a comparative evaluation of various techniques for action rec...
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07/28/2014
Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification
Recently, there has been a growing interest in developing Computer Aided...
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03/04/2014
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification
Recent advances suggest that encoding images through Symmetric Positive ...
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03/03/2014
Matching Image Sets via Adaptive Multi Convex Hull
Traditional nearest points methods use all the samples in an image set t...
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04/04/2013