Search Results for author: Marcos V. Conde

Found 7 papers, 5 papers with code

Conformer and Blind Noisy Students for Improved Image Quality Assessment

1 code implementation27 Apr 2022 Marcos V. Conde, Maxime Burchi, Radu Timofte

Learning-based approaches for perceptual image quality assessment (IQA) usually require both the distorted and reference image for measuring the perceptual quality accurately.

Blind Image Quality Assessment Image Restoration +3

An Embarrassingly Pragmatic Introduction to Vision-based Autonomous Robots

no code implementations15 Nov 2021 Marcos V. Conde

Autonomous robots are currently one of the most popular Artificial Intelligence problems, having experienced significant advances in the last decade, from Self-driving cars and humanoids to delivery robots and drones.

Autonomous Driving Self-Driving Cars

Weakly-Supervised Classification and Detection of Bird Sounds in the Wild.

1 code implementation CLEF 2021 Marcos V. Conde, Kumar Shubham, Prateek Agnihotri, Nitin D. Movva, Szilard Bessenyei

It is easier to hear birds than see them, however, they still play an essential role in nature and they are excellent indicators of deteriorating environmental quality and pollution.

Audio Classification Audio Tagging +3

Exploring Vision Transformers for Fine-grained Classification

1 code implementation19 Jun 2021 Marcos V. Conde, Kerem Turgutlu

In this work, we propose a multi-stage ViT framework for fine-grained image classification tasks, which localizes the informative image regions without requiring architectural changes using the inherent multi-head self-attention mechanism.

Classification Fine-Grained Image Classification

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