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05/31/2023
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
Out of the estimated few trillion galaxies, only around a million have b...
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01/04/2022
Variational Stacked Local Attention Networks for Diverse Video Captioning
While describing Spatio-temporal events in natural language, video capti...
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08/29/2021
Deep Dive into Semi-Supervised ELBO for Improving Classification Performance
Decomposition of the evidence lower bound (ELBO) objective of VAE used f...
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07/02/2021
A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model
The advancement of deep learning technology has enabled us to develop sy...
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06/24/2021
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation
High-resolution image segmentation remains challenging and error-prone d...
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04/27/2021
Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation
Graph Neural Networks (GNNs) learn low dimensional representations of no...
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04/27/2021
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
Graph pooling is an essential ingredient of Graph Neural Networks (GNNs)...
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04/26/2021
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network
Research in deep learning models to forecast traffic intensities has gai...
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03/31/2021
SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network
To capture spatial relationships and temporal dynamics in traffic data, ...
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03/07/2021
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
Wearable sensor based human activity recognition is a challenging proble...
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11/25/2020
Deep-learning coupled with novel classification method to classify the urban environment of the developing world
Rapid globalization and the interdependence of humanity that engender tr...
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10/29/2020
Modeling Traffic Congestion in Developing Countries using Google Maps Data
Traffic congestion research is on the rise, thanks to urbanization, econ...
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03/17/2020
Human Activity Recognition from Wearable Sensor Data Using Self-Attention
Human Activity Recognition from body-worn sensor data poses an inherent ...
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06/01/2012