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05/22/2023
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
Research in self-supervised learning (SSL) with natural images has progr...
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04/26/2023
ZRG: A High Resolution 3D Residential Rooftop Geometry Dataset for Machine Learning
In this paper we present the Zeitview Rooftop Geometry (ZRG) dataset. ZR...
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04/26/2023
Single-View Height Estimation with Conditional Diffusion Probabilistic Models
Digital Surface Models (DSM) offer a wealth of height information for un...
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04/17/2023
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph
Over the years, open-source software systems have become prey to threat ...
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02/26/2022
Supervising Remote Sensing Change Detection Models with 3D Surface Semantics
Remote sensing change detection, identifying changes between scenes of t...
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06/26/2021
Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts
With the ever-increasing amount of data, the central challenge in multim...
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06/15/2021
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction
The rapidly evolving literature of COVID-19 related articles makes it ch...
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05/15/2021
Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention
Visual Question Answering (VQA) models have achieved significant success...
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04/05/2021
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification
Deep Learning models are highly susceptible to adversarial manipulations...
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10/07/2020
A Self-supervised Approach for Semantic Indexing in the Context of COVID-19 Pandemic
The pandemic has accelerated the pace at which COVID-19 scientific paper...
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10/02/2020
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements
Speech disorders such as stuttering disrupt the normal fluency of speech...
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07/30/2020
Learning from Few Samples: A Survey
Deep neural networks have been able to outperform humans in some cases l...
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07/01/2020