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Recent Submissions

Coherent Personalized Paragraph Generation for a Successful Landing Page
Çetinkaya, Yusuf Mucahit; Toroslu, İsmail Hakkı; Davulcu, Hasan (2022-11-12)
Social media has become an important place for online marketing like never before. Businesses use various techniques to identify and reach potential customers across multiple platforms and deliver a message to grab their a...
A Novel Time-of-Flight Range and Bearing Sensor System for Micro Air Vehicle Swarms
BİLALOĞLU, CEM; Şahin, Mehmet; Arvin, Farshad; Şahin, Erol; Turgut, Ali Emre (2022-09-10)
Denoising and Guided Upsampling of Monte Carlo Path Traced Low Resolution Renderings
Alpay, Kadir Cenk; Akyüz, Ahmet Oğuz (2022-07-27)
Monte Carlo path tracing generates renderings by estimating the rendering equation using the Monte Carlo method. Studies focus on rendering a noisy image at the original resolution with a low sample per pixel count to decr...
Summarizing Legal Regulatory Documents using Transformers
Klaus, Svea; Van Hecke, Ria; Djafari Naini, Kaweh; Altıngövde, İsmail Sengör; Bernabé-Moreno, Juan; Herrera-Viedma, Enrique (2022-07-06)
© 2022 ACM.Companies invest a substantial amount of time and resources in ensuring the compliance to the existing regulations or in the form of fines when compliance cannot be proven in auditing procedures. The topic is no...
Group oriented trust-aware location recommendation for location-based social networks
Teoman, Huseyin Alper; Karagöz, Pınar (2022-04-25)
© 2022 ACM.With the increasing popularity of social networks and online communities, group recommendation systems arise in order to support users to interact with those having similar interests, and to provide recommendati...
Closed-form sample probing for learning generative models in Zero-shot Learning
Çetin, Samet; Baran, Orhun Buğra; Cinbiş, Ramazan Gökberk (2022-04-25)
Generative model based approaches have led to significant advances in zero-shot learning (ZSL) over the past few years. These approaches typically aim to learn a conditional generator that synthesizes training samples of c...
SAID: ECC-Based Secure Authentication and Incentive Distribution Mechanism for Blockchain-Enabled Data Sharing System
Rizwan, Muhammad; Sohail, Muhammad Noman; Asheralieva, Alia; Anjum, Adeel; Angın, Pelin (2022-01-24)
The fast digital transformation the world experienced in the past few decades has created a multitude of information resources distributed over the Internet and accessed by many different entities. The sharing of these res...
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation
Amac, Mustafa Sercan; Sencan, Ahmet; Baran, Orhun Buğra; Ikizler-Cinbis, Nazli; Cinbiş, Ramazan Gökberk (2022-01-01)
Just like other few-shot learning problems, few-shot segmentation aims to minimize the need for manual annotation, which is particularly costly in segmentation tasks. Even though the few-shot setting reduces this cost for ...
LIMP: Incremental Multi-agent Path Planning with LPA*
Yorganci, Mucahit Alkan; Semiz, Fatih; Polat, Faruk (2022-01-01)
The multi-agent pathfinding (MAPF) problem is defined as finding conflict-free paths for more than one agent. There exist optimal and suboptimal solvers for MAPF, and most of the solvers focus on the MAPF problem in static...
Text-Based Causal Inference on Irony and Sarcasm Detection
Çekinel, Recep Fırat; Karagoz, Pinar (2022)
The state-of-the-art NLP models’ success advanced significantly as their complexity increased in recent years. However, these models tend to consider the statistical correlation between features which may lead to bias. The...
Enhancing UML Connectors with Behavioral Specifications
Kocatas, Alper Tolga; Doğru, Ali Hikmet (2022-01-01)
In this study, we propose enhancing UML connectors with additional behaviors. Associated behaviors add capability to specify exogenous coordination and capability to resolve ambiguities when n-ary connectors are used to co...
Object Detection for Autonomous Driving: High-Dynamic Range vs. Low-Dynamic Range Images
Kocdemir, Ismail H.; Akyüz, Ahmet Oğuz; Koz, Alper; Chalmers, Alan; Alatan, Abdullah Aydın; Kalkan, Sinan (2022-01-01)
© 2022 IEEE.An important problem in autonomous driving is to perceive objects even under challenging illumination conditions. Despite this problem, existing solutions use low-dynamic range (LDR) images for object detection...
Multiagent Pickup and Delivery for Capacitated Agents
Çilden, Evren; Polat, Faruk (2022-01-01)
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.In Multi-Agent Pickup and Delivery (MAPD), multiple robots continuously receive tasks to pick up packages and deliver them to predefined dest...
Recursive Compositional Reinforcement Learning for Continuous Control Sürekli Kontrol Uygulamalari için Özyinelemeli Bileşimsel Pekiştirmeli Öǧrenme
Tanik, Guven Orkun; Ertekin Bolelli, Şeyda (2022-01-01)
© 2022 IEEE.Compositional and temporal abstraction is the key to improving learning and planning in reinforcement learning. Modern real-world control problems call for continuous control domains and robust, sample efficien...
Understanding IMF Decision-Making with Sentiment Analysis
Deniz, Ayca; Angin, Merih; Angın, Pelin (2022-01-01)
© 2022 IEEE.With the advances in information technologies, the amount of available data on web sources where people express their opinions increases continually. Sentiment analysis is one of the effective tools for decisio...
SGLC: A Logical Clock Using Succinct Graphs Öz Çizge Gösterimleri ile Bir Mantiksal Saat
Sokoto, Saidu; Onur, Ertan (2022-01-01)
© 2022 IEEE.Causal ordering in distributed systems has received much attention over the past four decades and different schemes for capturing causality have been proposed. Despite the fact that event space-time diagrams ca...
Texture Analysis by Deep Twin Networks for Paper Fraud Detection Ikiz Derin Aǧlarla Doku Analizi ile Evrak Sahteciliǧinin Tesbiti
Ekiz, Ezgi; Şahin, Erol; Yarman Vural, Fatoş Tunay (2022-01-01)
© 2022 IEEE.This study proposes a method to distinguish fake documents from the originals using the textural structures of the papers they are printed on. The study is based on observations showing that paper textures are ...
Template-aligned Transfer Learning on Brain Decoding Problem Beyin Çözümleme Probleminde Şablon-Hizali Transfer Öǧrenme
Eryol, Erkin; Yarman Vural, Fatoş Tunay (2022-01-01)
© 2022 IEEE.Brain decoding involves a set of methods to estimate the brain activities that correspond to the brain signals, acquired via fMRI or similar techniques. Acquisition of fMRI data is a costly and hard process. Du...
A Recurrent and Meta-learned Model of Weakly Supervised Object Localization
Sariyildiz, Mert Bulent; Sumbul, Gencer; Cinbiş, Ramazan Gökberk (2022-01-01)
© 2022 IEEE.The object localization and detection has improved greatly over the past decade, thanks to developments in deep learning based representations and localization models. However, a major bottleneck remains at the...
A Novel Hybrid Grey Wolf Optimization Methodology for Resource Constrained Networks Kaynak Kisitli Aǧlar için Yeni Bir Hibrit Gri Kurt Eniyileme Metodolojisi
Sert, Seyyit Alper (2022-01-01)
© 2022 IEEE.Resource Constrained Networks (RCNs) are networks that mostly have constraints (limitation) on one or more of the basic element properties that make up the network. These networks, especially in the Internet of...
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