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09/15/2023
Modelling Irregularly Sampled Time Series Without Imputation
Modelling irregularly-sampled time series (ISTS) is challenging because ...
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12/02/2022
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula
ML-based motion planning is a promising approach to produce agents that ...
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10/05/2021
Transformer Assisted Convolutional Network for Cell Instance Segmentation
Region proposal based methods like R-CNN and Faster R-CNN models have pr...
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10/21/2020
Detection of COVID-19 informative tweets using RoBERTa
Social media such as Twitter is a hotspot of user-generated information....
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09/17/2020
DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction
We explore the performance of Bidirectional Encoder Representations from...
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08/24/2020
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems
Learning-based methodologies increasingly find applications in safety-cr...
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07/28/2020
DSC IIT-ISM at SemEval-2020 Task 8: Bi-Fusion Techniques for Deep Meme Emotion Analysis
Memes have become an ubiquitous social media entity and the processing a...
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03/09/2020
FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis
Balancing performance and safety is crucial to deploying autonomous vehi...
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12/08/2019
Efficient Black-box Assessment of Autonomous Vehicle Safety
While autonomous vehicle (AV) technology has shown substantial progress,...
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12/02/2018
In-silico Risk Analysis of Personalized Artificial Pancreas Controllers via Rare-event Simulation
Modern treatments for Type 1 diabetes (T1D) use devices known as artific...
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10/31/2018
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation
While recent developments in autonomous vehicle (AV) technology highligh...
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07/06/2018
Catalog of Formalized Application Integration Patterns
Enterprise application integration (EAI) solutions are the centrepiece o...
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10/29/2017