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05/25/2023
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language
Due to recent advances in pose-estimation methods, human motion can be e...
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04/26/2023
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods
Generally, crowd datasets can be collected or generated from real or syn...
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04/11/2023
CrowdSim2: an Open Synthetic Benchmark for Object Detectors
Data scarcity has become one of the main obstacles to developing supervi...
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08/24/2022
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting
Automatic people counting from images has recently drawn attention for u...
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07/29/2022
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval
Image-text matching is gaining a leading role among tasks involving the ...
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06/21/2022
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching
With the increased accessibility of web and online encyclopedias, the am...
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11/29/2021
Recurrent Vision Transformer for Solving Visual Reasoning Problems
Although convolutional neural networks (CNNs) showed remarkable results ...
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11/22/2021
Generative Adversarial Networks for Astronomical Images Generation
Space exploration has always been a source of inspiration for humankind,...
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07/06/2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection
Deepfakes are the result of digital manipulation to obtain credible vide...
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06/01/2021
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features
Cross-modal retrieval is an important functionality in modern search eng...
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01/22/2021
Solving the Same-Different Task with Convolutional Neural Networks
Deep learning demonstrated major abilities in solving many kinds of diff...
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08/12/2020
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders
Despite the evolution of deep-learning-based visual-textual processing s...
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04/20/2020
Transformer Reasoning Network for Image-Text Matching and Retrieval
Image-text matching is an interesting and fascinating task in modern AI ...
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01/09/2020