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08/26/2023
ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation
Semantic segmentation of brain tumours is a fundamental task in medical ...
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08/12/2023
Not So Robust After All: Evaluating the Robustness of Deep Neural Networks to Unseen Adversarial Attacks
Deep neural networks (DNNs) have gained prominence in various applicatio...
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05/23/2023
Exploring Semantic Variations in GAN Latent Spaces via Matrix Factorization
Controlled data generation with GANs is desirable but challenging due to...
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11/06/2022
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Deep Ensemble Convolutional Neural Networks has become a methodology of ...
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05/06/2022
Bridging the Domain Gap for Stance Detection for the Zulu language
Misinformation has become a major concern in recent last years given its...
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03/05/2021
Hierarchical Transformer for Multilingual Machine Translation
The choice of parameter sharing strategy in multilingual machine transla...
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10/10/2020
Anomaly Detection based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation
Anomaly detection suffers from unbalanced data since anomalies are quite...
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01/23/2020
Machine Learning and value generation in Software Development: a survey
Machine Learning (ML) has become a ubiquitous tool for predicting and cl...
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10/27/2019
Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear Order
In this work, we analyze the performance of general deep reinforcement l...
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10/01/2019
A Survey of Methods to Leverage Monolingual Data in Low-resource Neural Machine Translation
Neural machine translation has become the state-of-the-art for language ...
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10/01/2019
Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair
Neural machine translation is the current state-of-the-art in machine tr...
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03/31/2019
SART - Similarity, Analogies, and Relatedness for Tatar Language: New Benchmark Datasets for Word Embeddings Evaluation
There is a huge imbalance between languages currently spoken and corresp...
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01/11/2018
Open source platform Digital Personal Assistant
In our project we introduce open source platform Digital Personal Assist...
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10/22/2017