Search Results - "encoder-decoder transformer"

A System for Real-Time Detection of Abandoned Luggage by Vrsalovic, Ivan, Lerga, Jonatan, Ivasic-Kos, Marina

“…In this paper, we propose a system for the real-time automatic detection of abandoned luggage in an airport recorded by surveillance cameras. To do this, we…”
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Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data by Zhang, Yihe, Turney, Bryce, Sigdel, Purushottam, Yuan, Xu, Rappin, Eric, Lago, Adrian L., Kimball, Sytske, Chen, Li, Darby, Paul, Peng, Lu, Aygun, Sercan, Tu, Yazhou, Hassan Najafi, M., Tzeng, Nian-Feng

“…Accurate and timely regional weather prediction is vital for sectors dependent on weather-related decisions. Traditional prediction methods, based on…”
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Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection by Yazdi, Amirhessam, Qin, Heyang, Jordan, Connor B., Yang, Lei, Yan, Feng

“…Deep-learning (DL)-based object detection algorithms can greatly benefit the community at large in fighting fires, advancing climate intelligence, and reducing…”
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Evaluation of Encoder-Only Transformer for Multi-Step Traffic Flow Prediction by Omar, Mas, Yakub, Fitri, Wijaya, Andika Aji, Mohammad, Ahmad Faiz, Maslan, Mohd Nazmin, Dhamanti, Inge, Zhongchao, Shi

“…Traffic flow prediction is critical for Intelligent Transportation Systems to alleviate congestion and optimize traffic management. The existing basic…”
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BEVSeg2GTA: Joint Vehicle Segmentation and Graph Neural Networks for Ego Vehicle Trajectory Prediction in Bird's-Eye-View by Sharma, Sushil, Das, Arindam, Sistu, Ganesh, Halton, Mark, Eising, Ciaran

“…Predicting the trajectory of the ego vehicle is a critical task for autonomous vehicles. Even though traffic regulations have defined boundaries, various…”
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MMTraP: Multi-Sensor Multi-Agent Trajectory Prediction in BEV by Sharma, Sushil, Das, Arindam, Sistu, Ganesh, Halton, Mark, Eising, Ciaran

“…Accurate detection and trajectory prediction of moving vehicles are essential for motion planning in autonomous driving systems. While traffic regulations…”
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An Adaptive Transformer Model for Long‐Term Time‐Series Forecasting of Temperature and Radiation in Photovoltaic Energy Generation by El-Saieed, Asmaa Mohamed

“…Forecasting weather parameters, particularly temperature and solar radiation, plays a vital role in enhancing the efficiency of photovoltaic (PV) systems. This…”
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IndicBART for Translating Code-Mixed Kannada-English Sentences into Kannada: An Encoder-Decoder Transformer Approach by N, Shruthi, Sooda, Kavitha

“…Translating Kannada-English code-mixed text continues to pose a major challenge in NLP owing to limited resource availability for Kannada, a lowresource…”
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Bangla Image Caption Generation Using Vision Transformer (ViT) Based Model by Sarker, Arpita, Das, Udoy, Murad, Hasan

“…In the era of digital content and visual communication, Bangla image captioning has emerged as a crucial technology for enhancing accessibility, improving…”
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