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06/20/2023
Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion
State-of-The-Art (SoTA) image captioning models often rely on the Micros...
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08/23/2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
This paper reviews the Challenge on Super-Resolution of Compressed Image...
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07/14/2022
Semi-supervised cross-lingual speech emotion recognition
Speech emotion recognition (SER) on a single language has achieved remar...
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05/09/2022
Unified framework for Identity and Imagined Action Recognition from EEG patterns
We present a unified deep learning framework for user identity recogniti...
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04/19/2022
Shallow camera pipeline for night photography rendering
We introduce a camera pipeline for rendering visually pleasing photograp...
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06/03/2021
Adaptive Epidemic Forecasting and Community Risk Evaluation of COVID-19
Pandemic control measures like lock-down, restrictions on restaurants an...
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12/31/2020
Illumination Estimation Challenge: experience of past two years
Illumination estimation is the essential step of computational color con...
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02/26/2020
Disentangling Image Distortions in Deep Feature Space
Previous literature suggests that perceptual similarity is an emergent p...
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03/14/2019
Deep Residual Autoencoder for quality independent JPEG restoration
In this paper we propose a deep residual autoencoder exploiting Residual...
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12/19/2018
Multitask Painting Categorization by Deep Multibranch Neural Network
In this work we propose a new deep multibranch neural network to solve t...
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10/01/2018
Benchmark Analysis of Representative Deep Neural Network Architectures
This work presents an in-depth analysis of the majority of the deep neur...
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05/30/2018
Rehabilitating the Color Checker Dataset for Illuminant Estimation
In a previous work, it was shown that there is a curious problem with th...
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05/22/2018
Aesthetics Assessment of Images Containing Faces
Recent research has widely explored the problem of aesthetics assessment...
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12/05/2017
Automated Pruning for Deep Neural Network Compression
In this work we present a method to improve the pruning step of the curr...
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01/10/2017
Deep Learning for Logo Recognition
In this paper we propose a method for logo recognition using deep learni...
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02/19/2016
Large age-gap face verification by feature injection in deep networks
This paper introduces a new method for face verification across large ag...
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02/17/2016
On the Use of Deep Learning for Blind Image Quality Assessment
In this work we investigate the use of deep learning for distortion-gene...
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08/05/2015
Single and Multiple Illuminant Estimation Using Convolutional Neural Networks
In this paper we present a method for the estimation of the color of the...
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06/01/2015
User Preferences Modeling and Learning for Pleasing Photo Collage Generation
In this paper we consider how to automatically create pleasing photo col...
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05/29/2015
CURL: Co-trained Unsupervised Representation Learning for Image Classification
In this paper we propose a strategy for semi-supervised image classifica...
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05/12/2015
How Far Can You Get By Combining Change Detection Algorithms?
In this paper we investigate how state-of-the-art change detection algor...
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04/17/2015