Keyword:deep learning

Papers
Sim-to-Real Reinforcement Learning Applied to End-to-End Vehicle Control András Kalapos, Csaba Gór, Róbert Moni and Istvan Harmati EasyChair Preprint no. 4236
Rapid COVID-19 Diagnosis Using Deep Learning of the Computerized Tomography Scans Hamed Tabrizchi, Amir Mosavi, Akos Szabo-Gali and László Nádai EasyChair Preprint no. 4226
PUNER - Parsi ULMFiT for Named-Entity Recognition in Persian Texts Fazlourrahman Balouchzahi and H. L. Shashirekha EasyChair Preprint no. 4224
Quality of Pre-trained Deep-Learning Models for Palmprint Recognition Valentin Rosca and Anca Ignat EasyChair Preprint no. 4150
SSM-Net for Plants Disease Identification in Low Data Regime Shruti Jadon and Shruti Jadon EasyChair Preprint no. 4141
A Large-scale VR Panoramic Dataset of QR Code and Improved Detecting Algorithm Zhu Zehao, Zhai Guangtao, Zhang Jiahe, Jia Jun and Yi Fuwang EasyChair Preprint no. 4128
Simple Electromagnetic Analysis Against Activation Functions of Deep Neural Networks Go Takatoi, Takeshi Sugawara, Kazuo Sakiyama and Yang Li EasyChair Preprint no. 4063
A Survey of Loss Functions for Semantic Segmentation Shruti Jadon EasyChair Preprint no. 4058
Image Classification by Reinforcement Learning with Two-State Q-Learning Abdul Mueed Hafiz and Ghulam Mohiuddin Bhat EasyChair Preprint no. 4052
Video-Rate Acquisition Fluorescence Microscopy via Generative Adversarial Networks Tahir Bachar Issa, Claudio Vinegoni, Andrew Shaw, Paolo Fumene Feruglio, Ralph Weissleder and David Uminsky EasyChair Preprint no. 4046
Conversational AI - A Retrieval Based Chatbot Aiswarya Surendran, Reena Murali and Remesh K. R. Babu EasyChair Preprint no. 4020
Effective Text Comment Classification Using Novel ML Algorithm - Modified Lazy Random Forest Tejashri Ghodke and Vijay Khadse EasyChair Preprint no. 3987
AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning Akash Roy EasyChair Preprint no. 3965
Fast Training of Deep Networks with One-Class CNNs Abdul Mueed Hafiz and Ghulam Mohiuddin Bhat EasyChair Preprint no. 3930
A Code Naturalness Based Defect Prediction Method at Slice Level Xian Zhang, Ke-Rong Ben and Jie Zeng EasyChair Preprint no. 3918
Online Assessment of Students' Text Comprehension: Explorations into the Automated Scoring of Constructed Responses Jean-François Rouet, Peter Hastings, Mônica Macedo-Rouet, Anna Potocki and M. Anne Britt EasyChair Preprint no. 3870
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran Mostafa Emadi, Ruhollah Taghizadeh-Mehrjardi, Ali Cherati, Majid Danesh, Amir Mosavi and Thomas Scholten EasyChair Preprint no. 3824
Heuristic Approach Towards Covid -19: Big Data Analytics and Classification with Natural Language Procession. Sabyasachi Mohanty, Ritika Sharma, Mohit Saxena and Ankur Saxena EasyChair Preprint no. 3754
Improving Performance Through Novel Enhanced Hierarchial Attention Neural Network Natarajan Parthiban and Natarajan Sudha EasyChair Preprint no. 3722
Android Malware Detection Techniques Rajesh Kumar and Mamoun Alazab EasyChair Preprint no. 3707
Deep Learning Methods on 3D-Data for Autonomous Driving Ahmed Elkhateeb EasyChair Preprint no. 3665
CV Image Segmentation Model Combining with Local and Global Features of the Target Xiaohui Li and Xili Wang EasyChair Preprint no. 3646
A Survey of FPGA Based CNNs Accelerators Wei Zhang EasyChair Preprint no. 3633
Byte-Level Object Identification for Forensic Investigation of Digital Images Abdul Rehman Javed and Zunera Jalil EasyChair Preprint no. 3575
Video Summarization using Keyframe Extraction and Video Skimming Shruti Jadon and Mahmood Jasim EasyChair Preprint no. 1181
An Effective Deep Learning Algorithm for Intrusion Detection Yi-Lin Chen, Huan Chen and Chun-Wei Tsai EasyChair Preprint no. 3452
Object Detection Using Deep Learning Mukul Bhardwaj EasyChair Preprint no. 3434
Liver CT Image Processing And Diagnosing Using Artificial Neural Networks And MATLAB Nhat Nguyen Thanh Minh and Van Hoang Tien Tran In:Proceedings of International Symposium on Applied Science 2019
Realtime Handwritten Digit Recognition Using Keras Sequential Model and Pygame K. Senthil Kumar, Suman Kumar and Aabhash Tiwari EasyChair Preprint no. 3364
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint no. 3336
Deep Network Embedding Method Based on Community Optimization Yafang Li, Ye Liang, Weiwei Feng, Baokai Zu and Yujian Kang EasyChair Preprint no. 3331
Topical Neural Theorem Prover that Induces Rules Shuang Xia, Krysia Broda and Alessandra Russo In:GCAI 2020. 6th Global Conference on Artificial Intelligence (GCAI 2020)
Natural Language Processing: History, Evolution, Application and Future Work Prashant Johri, Mukul Kathait, Munish Sabharwal, Ahmad T. Al-Taani and Shakhzod Suvanov EasyChair Preprint no. 3239
Face Depth Estimation and 3-D reconstruction Alba Terese Baby, Aleesha Andrews, Amal Joseph, Amal Dinesh and V. K. Anjusree EasyChair Preprint no. 3211
Implementation of Artificial Intelligence Based Chatbot System with Long Term Memory Shruti Katkade, Urjita Kerkar, Pravin Bhilare, Manish Gupta and Payel Thakur EasyChair Preprint no. 3202
Fake News Detection with Generated Comments for News Articles Yuta Yanagi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga EasyChair Preprint no. 3190
Learning Long-text Semantic Similarity with Multi-Granularity Semantic Embedding Based on Knowledge Enhancement Deguang Peng, Bohui Hao, Xianlun Tang, Yingjie Chen and Jian Sun EasyChair Preprint no. 3167
Recognizing Handwritten Digits and Alphabets Using Machine Learning on Python Pratik Sharma EasyChair Preprint no. 3162
The Augmented Agronomist Pipeline and Time Series Forecasting George Onoufriou, Marc Hanheide and Georgios Leontidis EasyChair Preprint no. 3087
Deep Learning Based Iris Recognition for Voting System Venkata Ganga Sunil Nagalla, Venkata Dhanush Vepuri and N Praveen EasyChair Preprint no. 3081
An Automated Detection of Diabetic Retinopathy Using Convolutional Neural Network in ResNet-50 Susmita Mishra, M Manikandan and R Nikhil Raj EasyChair Preprint no. 3002
Android Application for Smart Attendance Management System by Using Face Recognition S. Kavinkumar, R. Umamaheswari and R. C. Karpagalakshmi EasyChair Preprint no. 2969
Plant Leaf Disease Recognition Using Deep Learning Approach G. Prabaharan, Sangeetha Devendran, K. Sowmiya and D. Ramani EasyChair Preprint no. 2953
Exploring Deep Neural Network Architectures: A Case Study on Improving Antimicrobial Peptide Recognition Manpriya Dua, Daniel Barbara and Amarda Shehu In:Proceedings of the 12th International Conference on Bioinformatics and Computational Biology
Attendance Management using Facial Recognition Bhautik Gondaliya, Shankar Sontakke, Kuldeep Suryawanshi, Tapsi Sonawane and Rupali Satpute EasyChair Preprint no. 2893
Deep Learning Workload Performance Auto-Optimizer Connie Y. Miao, Andrew Yang and Michael J. Anderson EasyChair Preprint no. 2817
A Deep Learning Approach to Detect Lumpy Skin Disease in Cows Gaurav Rai, Naveen, Aquib Hussain, Amit Kumar and Rahul Nijhawan EasyChair Preprint no. 2795
Explainable AI approach towards Toxic Comment Classification Aditya Mahajan, Divyank Shah and Gibraan Jafar EasyChair Preprint no. 2773
A review on the artificial neural network approach to analysis and prediction of seismic damage in infrastructure Manouchehr Shokri and Kian Tavakoli EasyChair Preprint no. 2754
Wind Power Forecasting Using K-Means Clustering and Convolutional Neural Network M. Bhavani, S. Mohith Vasan, S. Muthu Kumar and N. Padma Gokul EasyChair Preprint no. 2732
Budget Active Learning for Deep Networks Patrick Gikunda and Nicolas Jouandeau EasyChair Preprint no. 2686
Semi-supervised Synthetic-to-Real Domain Adaptation for Fine-grained Naval Ship Image Classification Yoonhyung Kim, Hyeonjin Jang, Sangtae Park, Jiwon Lee and Changick Kim EasyChair Preprint no. 2661
Design and Practice of Online and Classroom Programs that Encourage Deep Learning Xinyao Cheng and Xiuqin Yin In:Proceedings of the MIT LINC 2019 Conference
A Long Short-Term Memory Neural Network Model for Predicting Air Pollution Index Based on Popular Learning Hong Fang, Yibo Feng, Lan Zhang, Ming Su and Hairong Yang EasyChair Preprint no. 2586
Early Wildfire Detection Using Convolutional Neural Network Seon Ho Oh, Sang Won Ghyme, Soon Ki Jung and Geon-Woo Kim EasyChair Preprint no. 2581
Human Motion Prediction by 2D Human Pose Estimation using OpenPose Andi Prademon Yunus, Nobu C. Shirai, Kento Morita and Tetsushi Wakabayashi EasyChair Preprint no. 2580
Necktie - A Profound LEARNING FEEDFORWARD NEURAL System FOR Opinion Investigation Alok Kumar Yadav EasyChair Preprint no. 2565
Sign Language Translator using Deep Learning Uday Patil, Saraswati Nagtilak, Sunil Rai, Swaroop Patwari, Prajay Agarwal and Rahul Sharma EasyChair Preprint no. 2541
Detection Of Malaria Parasite Using Deep Learning Harshal Mehta, Saraswati Nagtilak, Sunil Rai, Yashodhan Joglekar, Harshada Thombre and Harsh Mirani EasyChair Preprint no. 2540
Offline Signature Verification Shailesh Kad and Manisha Darak EasyChair Preprint no. 2538
Deep Learning Algorithm and Their Applications in the Perception Problem Redouane Lhiadi EasyChair Preprint no. 2492
Mid-Price Stock Prediction with Deep Learning Sushilkumar Deshmukh EasyChair Preprint no. 2424
Deployment of Deep Learning Models to Mobile Devices for Spam Classification Ameema Zainab, Dabeeruddin Syed and Dena Al-Thani EasyChair Preprint no. 2412
State of the Art Survey of Deep Learning and Machine Learning Models for Smart Cities and Urban Sustainability Saeed Nosratabadi, Amir Mosavi, Ramin Keivani, Sina Ardabili and Farshid Aram EasyChair Preprint no. 2397
Wrong posture detection with OpenCV and Support vector machine Piyush Keshari EasyChair Preprint no. 2369
Traffic Information Detection Donghao Qiao, Jiayuan Zhou and Farhana Zulkernine EasyChair Preprint no. 2337
Extreme learning machine-based model for Solubility estimation of hydrocarbon gases in electrolyte solutions Narjes Nabipour, Amir Mosavi, Alireza Baghban, Shahaboddin Shamshirband and Imre Felde EasyChair Preprint no. 2293
Mammography Image BI-RADS Classification Using OHPLall Bob Vanderheyden and Ying Xie EasyChair Preprint no. 2270
Structural Damage Diagnosis and prediction using Machine Learning and Deep Learning Models: Comprehensive Review of Advances Amir Mosavi EasyChair Preprint no. 2251
Automatic Detection of Riots Using Deep Learning Mayur Jadhav and V. A. Chakkarwar EasyChair Preprint no. 1976
Comparison and Relationship between Big data Analytics and Machine learning Mohammed Abdelmoneim and Saad Subair EasyChair Preprint no. 2143
Clinical evaluation of deep learning methods for brain tumor contouring Alexandra Dalechina, Egor Krivov, Mikhail Belyaev, Valery Kostjuchenko, Boris Shirokikh, Aleksey Shevtsov, Andrey Golanov, Mikhail Galkin, Amayak Durgaryan and Ivan Osinov EasyChair Preprint no. 2103
Deep Demosaicing using ResNet-Bottleneck Architecture Divakar Verma, Manish Kumar and Srinivas Eregala EasyChair Preprint no. 1968
Combining Concept Graph with Improved Neural Networks for Chinese Short Text Classification Jialu Liao, Fanke Sun and Jinguang Gu EasyChair Preprint no. 1784
Ultrasound Guided Pedicle Screw Entry Point Identification for Spinal Fusion Surgery Xiao Qi, Michael Vives and Ilker Hacihaliloglu In:CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Spine Surface Segmentation from Ultrasound Using Multi-feature Guided CNN Ahmed Alsinan, Michael Vives, Vishal Patel and Ilker Hacihaliloglu In:CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
The End-to-End Speech Synthesis System for the VLSP Campaign 2019 Quang Pham Huu EasyChair Preprint no. 1742
Generalization Capability of the Diet Network Model on Genomic Data Camille Rochefort-Boulanger, Léo Choinière, Jean-Christophe Grenier, Pierre-Luc Carrier and Julie Hussin EasyChair Preprint no. 1638
Cotton Appearance Grade Classification Based on Machine Learning Lv Yan, Gao Ying, Eric Rigall, Qi Lin, Gao Feng and Dong Junyu EasyChair Preprint no. 1614
Bayesian Inference on Structure Identification He Qin EasyChair Preprint no. 1558
Autonomous 3D Semantic Mapping of Coral Reefs Md Modasshir, Sharmin Rahman and Ioannis Rekleitis EasyChair Preprint no. 1493
End-to-end automated cache-timing attack driven by Machine Learning Sebastien Carré, Victor Dyseryn, Adrien Facon, Sylvain Guilley and Thomas Perianin In:Proceedings of 8th International Workshop on Security Proofs for Embedded Systems
Deep Learning based Fourier Spectrum Sampling Strategy for Improving Performance of Imaging Kaiyu Zhang, Jie Cao, Lei Yan, Fanghua Zhang and Qun Hao EasyChair Preprint no. 1476
iCNN: A Convolutional Neural Network for Fractional Interpolation in Video Coding Chi Do-Kim Pham and Jinjia Zhou EasyChair Preprint no. 1398
Airborne Particle Classification in LiDAR Point Clouds Using Deep Learning Leo Stanislas, Julian Nubert, Daniel Dugas, Julia Nitsch, Niko Sünderhauf, Roland Siegwart, Cesar Cadena and Thierry Peynot EasyChair Preprint no. 1443
A Few-Shot Transfer Learning Approach Using Text-label Embedding with Legal Attributes for Law Article Prediction Yuh-Shyan Chen, Shin-Wei Chiang and Tong-Ying Juang EasyChair Preprint no. 1344
DCASE 2019 Challenge: Audio Tagging with Noisy Labels and the Effect of Model Architecture Maxim Shugaev, Lehan Yang, Theo Viel and Khoi Nguyen EasyChair Preprint no. 1274
Deep learning of matrix product states Eric Howard EasyChair Preprint no. 1239
Multi-scale Network with the deeper and wider residual block for MRI motion artifact correction Wei-Liang Zhang, Qin-Yan Zhang, Ji-Jiang Yang and Qing Wang EasyChair Preprint no. 1227
Recommendation Method by Fusing Interactive Sequences and Class Labels Chuanchuan Zhao, Jinguo You and Jiaman Ding EasyChair Preprint no. 1200
GBDT, LR & Deep Learning for Turn-based Strategy Game AI Like Zhang, Hui Pan, Qi Fan, Changqing Ai and Yanqing Jing EasyChair Preprint no. 1053
A Multi-table Image Recognition System Based on Deep Learning and Edge Detection Dong Xiao, Haiyang Sun, Zhonglin Bao, Peng Yang and Wenrui Zhang EasyChair Preprint no. 947
Deep learning to enhance maritime situation awareness Tomás Mantecón, David Casals, Juan Jose Navarro-Corcuera, Carlos Roberto Del-Blanco and Fernando Jaureguizar EasyChair Preprint no. 891
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint no. 872
Automated Examination Grading Using Deep Learning Categorization Techniques Lehan Yang EasyChair Preprint no. 857
Recognition of Point Sets Objects in Indoor Scenes Ruizhen Gao, Xiaohui Li and Jingjun Zhang EasyChair Preprint no. 843
Improving Classification with CNNs using Wavelet Pooling with Nesterov-Accelerated Adam Allison Rossetto and Wenjin Zhou In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
Abnormal Traffic Pattern Detection in Real-Time Financial Transactions Sean Rastatter, Travis Moe, Amitava Gangopadhyay and Alfred Weaver EasyChair Preprint no. 827
Fall Detection from Thermal Camera Using Convolutional LSTM Autoencoder Jacob Nogas, Shehroz Khan and Alex Mihailidis EasyChair Preprint no. 824
Uncertainty-based Deep Learning Networks for Limited Data Wetland User Models Andrew Hoblitzell EasyChair Preprint no. 675
Automated Image Quality Evaluation of Structural Brain Magnetic Resonance Images using Deep Convolutional Neural Networks Sheeba Sujit, Refaat Gabr, Ivan Coronado, Melvin Robinson, Sushmita Datta and Ponnada Narayana EasyChair Preprint no. 650
Effect of left ventricular longitudinal axis variation in pathological hearts using Deep learning Yashbir Singh, Deepa S, Shi Yi Wu, João Manuel R. S. Tavares, Michael Friebe and Weichih Hu EasyChair Preprint no. 648
Opcode and Gray Scale Techniques for Classification of Malware Binaries Rajesh Kumar and Riaz Ullah Khan EasyChair Preprint no. 641
Automated dispatch of helpdesk email tickets: Pushing the limits with AI Atri Mandal, Nikhil Malhotra, Shivali Agarwal, Anupama Ray and Giriprasad Sridhara EasyChair Preprint no. 640
LSTM Neural Network for Textual Ngrams Shaun D'Souza EasyChair Preprint no. 623
A Review on Computer-Aided Melanoma Skin Cancer Detection using Image Processing Vedanti Chintawar and Jignyasa Sanghavi EasyChair Preprint no. 584
Applicability of the Deep Learning Flood Forecast Model Against the Inexperienced Magnitude of Flood Masayuki Hitokoto and Masaaki Sakuraba In:HIC 2018. 13th International Conference on Hydroinformatics
DeepHistone: a deep learning approach to predicting histone modifications Qijin Yin, Mengmeng Wu, Hairong Lv and Rui Jiang EasyChair Preprint no. 519
Classifier-Based Evaluation of Image Feature Importance Sai Prabhakar Pandi Selvaraj, Manuela Veloso and Stephanie Rosenthal In:GCAI-2018. 4th Global Conference on Artificial Intelligence
Detecting Transportation Modes with low-power-consumption sensors using Recurrent Neural Network Hao Wang, Haiyong Luo, Fang Zhao, Yanjun Qin, Zhongliang Zhao and Yiqu Chen EasyChair Preprint no. 492
Deep Learning On Code with an Unbounded Vocabulary Milan Cvitkovic, Badal Singh and Anima Anandkumar EasyChair Preprint no. 466
Pyramidal Combination of Separable Branches for Deep Short Connected Neural Networks Yao Lu, Guangming Lu, Rui Lin and Bing Ma EasyChair Preprint no. 464
An Enhanced Hybrid MobileNet Hong-Yen Chen and Chung-Yen Su EasyChair Preprint no. 460
Worker Activity Recognition in Smart Manufacturing Using IMU and sEMG Signals with Convolutional Neural Networks Wenjin Tao, Ze-Hao Lai, Ming C. Leu and Zhaozheng Yin EasyChair Preprint no. 389
Sparsely Connected Neural Network for Massive MIMO Detection Guili Gao, Chao Dong and Kai Niu EasyChair Preprint no. 376
Deep Learning based Segmentation of Lumbar Vertebrae from CT Images Rens Janssens and Guoyan Zheng In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A deep learning-based approach for localization of pedicle regions in preoperative CT scans Hooman Esfandiari, Carolyn Anglin, Pierre Guy and Antony J. Hodgson In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Big Data and machine learning in medicine: the main problems Svetlana Shchelykalina, Kirill Kiselev and Tatiana Zarubina In:WDAM-2017. Workshop on Data Analysis in Medicine
Real Time Object Detection And Tracking Dária Baikova, Rui Maia, Pedro Santos, João Ferreira and Joao Oliveira EasyChair Preprint no. 223
Laplacian Deep Hashing for Image Retrieval Chunzhi Wang, Fangyu Zhou, Lingyu Yan, Zhiwei Ye, Pan Wu and Hanlin Lu EasyChair Preprint no. 222
Autonomous image-based ultrasound probe positioning via deep learning Grzegorz Toporek, Haibo Wang, Marcin Balicki and Hua Xie EasyChair Preprint no. 119
NU Voice Conversion System for the Voice Conversion Challenge 2018 Patrick Lumban Tobing, Yichiao Wu, Tomoki Hayashi, Kazuhiro Kobayashi and Tomoki Toda EasyChair Preprint no. 103
Recognizing entailments in legal texts using sentence encoding-based and decomposable attention models Nguyen Truong Son, Phan Viet Anh and Nguyen Le Minh In:COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment
Deep Network Guided Proof Search Sarah Loos, Geoffrey Irving, Christian Szegedy and Cezary Kaliszyk In:LPAR-21. 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning
Deep Incremental Boosting Alan Mosca and George Magoulas In:GCAI 2016. 2nd Global Conference on Artificial Intelligence
Capacity Visual Attention Networks Marcus Edel and Joscha Lausch In:GCAI 2016. 2nd Global Conference on Artificial Intelligence