Keyword:Transfer Learning

Publications
Multi-Agent Air Combat Decision-Making Based on Battlefield Attention Information Yihuan Wang, Yaofei Ma, Jiangyun Wang, Haitao Yuan, Meijia Wang and Hanbo Ma EasyChair Preprint 15393
Transforming Mobile Sensor Data Security Using Finance AI and Cutting-Edge Deep Learning Adeoye Qudus EasyChair Preprint 14873
Unsupervised Domain Adaptation for Human Pose Estimation Adeoye Ibrahim EasyChair Preprint 14870
Advancing Audio Fingerprinting Accuracy in Challenging Environments: a Hybrid Approach Combining Traditional Methods and AI Techniques Oluwaseyi Oladele EasyChair Preprint 14669
Improving Cross-Domain Human Pose Estimation Without Source Data Access: Additional Details Kayode Sheriffdeen EasyChair Preprint 14633
Refining Human Pose Detection Across Different Domains Without Source Data Access: Supplementary Content Adeoye Ibrahim EasyChair Preprint 14631
Revolutionizing Mobile Sensor Data Authentication with Finance AI and Advanced Deep Learning Techniques Alakitan Samad EasyChair Preprint 14629
Transfer Learning Using Computer Vision Models for Fall Detection from UWB Radars Shadi Abudalfa and Kevin Bouchard EasyChair Preprint 14560
Leveraging Transfer Learning in LLMs for E-commerce Sentiment Analysis Dylan Stilinki EasyChair Preprint 14526
Long-Tail Learning for Rare Event Detection in Autonomous Vehicles Dylan Stilinki, Kaledio Potter and Seyi Oladimeji EasyChair Preprint 14039
Detection of Depression in EEG Signals Based on Convolutional Transformer and Adaptive Transfer Learning Qianqian Tan and Minmin Miao EasyChair Preprint 13754
Evaluating ResNet Acrchtectures for Brain Tumor Classification Based on MRI Images Szymon Kruszyk, Damian Ledziński and Sandra Śmigiel EasyChair Preprint 13622
Enhancing Accuracy with Transfer Learning and Domain-Specific Language Models Dylan Stilinki and Kaledio Potter EasyChair Preprint 13062
Automatic Protection of Clothes From Rain Nirmala Selvi, Shenbagalaxmi and K Anjana EasyChair Preprint 12341
Charting New Territories: the Ongoing Transformation of Machine Learning in Contemporary Technology Haney Zaki EasyChair Preprint 11971
Exploring the Frontiers of Transfer Learning in NLP: an In-Depth Survey and Analysis Asad Ali and Virat Koli EasyChair Preprint 11945
Leveraging Transfer Learning to Optimize Edge Computing in Resource-Constrained Settings. Asad Ali and Muzamil Abbas EasyChair Preprint 11823
The Effect of Fully Connected Layers in Different CNN Architectures for Lung Cancer Analysis Zahia Benamara, Soraya Zehani and Athmane Zitouni EasyChair Preprint 11293
Rice Leaf Disease Classification Using CNN Adhikari Durga Venkata Madhav, Amanchi Sravan Kumar, Addanki Gargeya, Allam Rohit Sree Ranga and S Sujitha EasyChair Preprint 11245
A Deep Learning Model for Human Blood Cells Classification M Pramodha, S Ansith, J V Bibal Benifa, Mohammed Al-Sarem, Hanumanthappa Jayappa Davanagere, A A Bini, Emmanuel Ndagijimana, Faisal Saeed, Md Belal Bin Heyat, Abdulrahman Alqaraf, Abdullah Y Muaad and Channabasava Chola EasyChair Preprint 10561
WaveLeNet: Transfer Neural Calibration for Embedded Sensing in Soft Robots Navid Masoumi, Negar Kazemipour, Sarvin Ghiasi, Tannaz Torkaman, Amir Sayadi, Javad Dargahi and Amir Hooshiar EasyChair Preprint 10507
Can the Rich Help the Poor? Transfer of Knowledge and Resources for Under Resourced Languages Semantic Role Labeling Yesuf Mohamed and Wolfgang Menzel EasyChair Preprint 10380
Fast AI and Deep Learning Based Optimized Plant Leaf Disease Detection Akhilesh Kumar Srivastava, Anant Mani Tiwari and Aman Singh EasyChair Preprint 9844
Identification of Cucumber Leaf Diseases Based on Transfer Learning Honghao Wu, Juan Sun and Huaixia Liu EasyChair Preprint 9208
Brain Tumor Classification Using Convolutional Neural Network and Deep Transfer Learning Approach with MR Imaging Insha-Ul Hassan, Tariq Ali and Ghulam Ali EasyChair Preprint 8995
Sign Language Recognition for Bangla Alphabets Using Deep Learning Methods Md.Saiful Islam, Dhrubajyoti Das, Saurav Das and Md.Nahid Ullah EasyChair Preprint 8969
Characters Type Recognition in Moroccan Documents Using CNN Ali Benaissa, Abdelkhalak Bahri and Ahmad El Allaoui EasyChair Preprint 8774
Early Detection of Acromegaly Using a Novel Convolutional Neural Network Anish Leekkala and Ukash Nakarmi EasyChair Preprint 8740
Negative Transfer in Cross Project Defect Prediction: Effect of Domain Divergence Osayande P. Omondiagbe, Sherlock A. Licorish and Stephen G. MacDonell EasyChair Preprint 8599
Research on Power Data Mining Algorithm Based on Transfer Learning Bo Shi and Hongyang He EasyChair Preprint 8466
Classification of Plant Species with Transfer Learning-Based Methods Halit Çetiner EasyChair Preprint 8447
MobileNetV2 ve MobileNetV3 Tabanlı Derin Öğrenme Yaklaşımları ile Cilt Kanserlerinin Sınıflandırılması Halit Çetiner EasyChair Preprint 8429
Analysis of Chest X-Ray Images and Detection of Pneumonia Using Deep Learning Varsha Dange, Varun Patil, Shreya Pawar, Yukta Pedhavi, Parikshit Pohane and Pranita Maske EasyChair Preprint 8316
Use of Machine Learning to Detect Credit Card Fraud Sachin Agwan and Nitin Patil EasyChair Preprint 8307
Open Relation Extraction via Query-Based Span Prediction Huifan Yang, Da-Wei Li, Zekun Li, Donglin Yang, Jinsheng Qi and Bin Wu EasyChair Preprint 8086
Automated Quality Inspection Using Computer Vision: a Review Ghizlane Belkhedar and Abdelouahid Lyhyaoui EasyChair Preprint 7824
On Transfer Learning in Code Smells Detection Moabson Ramos, Rafael de Mello and Baldoino Fonseca EasyChair Preprint 7717
An Efficienti Fabric Pattern Classification Using Transfer Learning Convolutional Network Thomaskutty Reji, Jossy George, Athishay Kesan and Andrea Rodrigues EasyChair Preprint 7372
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks E Sabeesh and Bharath Kumar Bolla EasyChair Preprint 7320
Multiclass-Classification of Algae Using Dc-GAN and Transfer Learning Ziaullah Khan, Abdullah, Wajid Mumtaz, Hee-Cheol Kim and Abdul Samad Mumtaz EasyChair Preprint 7234
Snake Species Classification Using Transfer Learning Technique Karthik Desingu, Mirunalini Palaniappan and Jitesh Kumar EasyChair Preprint 7214
Proactive Student Persistence Prediction in MOOCs via Multi-Domain Adversarial Learning Sreyasee Das Bhattacharjee and Junsong Yuan EasyChair Preprint 7024
Classification of UML Diagrams to Support Software Engineering Education José Fernando Tavares, Yandre M.G. Costa and Thelma Elita Colanzi EasyChair Preprint 6916
A Review of Opinion Mining Techniques Gaganpreet Kaur, Pratibha Verma and Amandeep Kaur EasyChair Preprint 6871
Adaptive Feature Norm for Unsupervised Subdomain Adaptation Ashiq Imran and Vassilis Athitsos EasyChair Preprint 6704
Machine Learning for PV System Operational Fault Analysis: Literature Review Tarikua Mekashaw Zenebe, Ole-Morten Midtgård, Steve Völler and Ümit Cali EasyChair Preprint 6585
Classifying Textual Data with Pre-Trained Vision Models Through Transfer Learning and Data Transformations Charaf Eddine Benarab EasyChair Preprint 6118
Bird-Species Audio Identification, Ensembling 1D + 2D Signals Gyanendra Das and Saksham Aggarwal EasyChair Preprint 6062
Deep belief Convolutional Neural Network with Artificial Image Creation by GANs Based Diagnosis of Pneumonia in Radiological Samples of the Pectoralis Major Tathagat Banerjee, Dhruv Batta, Aditya Jain, S Karthikeyan, M Himanshu and Hari Kishan EasyChair Preprint 4696
Knee Images Classification Using Transfer Learning Kamel Rahouma and Ahmed Salama EasyChair Preprint 4588
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Ashiq Imran and Vassilis Athitsos EasyChair Preprint 4401
Sim-to-Real Reinforcement Learning Applied to End-to-End Vehicle Control András Kalapos, Csaba Gór, Róbert Moni and István Harmati EasyChair Preprint 4236
PUNER - Parsi ULMFiT for Named-Entity Recognition in Persian Texts Fazlourrahman Balouchzahi and H. L. Shashirekha EasyChair Preprint 4224
Quality of Pre-trained Deep-Learning Models for Palmprint Recognition Valentin Rosca and Anca Ignat EasyChair Preprint 4150
Transfer Learning Based Fruits Image Segmentation for Fruit-picking Robots Yongfu He, Fangfang Pan, Baoyu Wang, Ziqing Teng and Jianhua Wu EasyChair Preprint 3249
Deep Learning Based Car Damage Classification and Detection Hashmat Shadab Malik, Mahavir Dwivedi, S. N. Omakar, Satya Ranjan Samal, Aditya Rathi, Edgar Bosco Monis, Bharat Khanna and Ayush Tiwari EasyChair Preprint 3008
Fine-grained Sentiment Classification using BERT Manish Munikar, Sushil Shakya and Aakash Shrestha EasyChair Preprint 1762
Individual Recognition Based On Transfer Learning For Wireless Network Device Zhibing Yu, Ruilun Zong and Shuangqiu Li EasyChair Preprint 1659
Data-driven Task Allocation for Multi-task Transfer Learning on the Edge Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang and Fangming Liu EasyChair Preprint 1269
Robust Authorship Verification with Transfer Learning Dainis Boumber, Yifan Zhang, Marjan Hosseinia, Arjun Mukherjee and Ricardo Vilalta EasyChair Preprint 865
Freshness Identification of Iberico Pork Based on Improved Residual Network and Transfer Learning Jiao Jun, Wang Wenzhou and Gu Lichuan EasyChair Preprint 708
Experimentally Enhancing ResNet50 Performance on the Intel Dataset Through Architectural Modifications Ketone Agasti, Kisor G, Maanav Thalapilly, Pranathi M and Vinitha Panicker J In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
Generalized Deep Learning Models for COVID-19 Detection with Transfer and Continual Learning Richard Annan, Hong Qin and Letu Qingge In:Proceedings of the 16th International Conference on Bioinformatics and Computational Biology (BICOB-2024)
Automating Bird Detection Based on Webcam Captured Images using Deep Learning Alex Mirugwe, Juwa Nyirenda and Emmanuel Dufourq In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
Transfer Learning Pre-training Dataset Effect Analysis for Breast Cancer Imaging Chanaka Bulathsinghalage and Lu Liu In:Proceedings of 14th International Conference on Bioinformatics and Computational Biology
A Deep Learning Approach for Single Shot C-Arm Pose Estimation Hooman Esfandiari, Sebastian Andreß, Maternus Herold, Wolfgang Böcker, Simon Weidert and Antony J Hodgson In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning João Ribeiro, Francisco Melo and João Dias In:GCAI 2019. Proceedings of the 5th Global Conference on Artificial Intelligence
Deep Incremental Boosting Alan Mosca and George Magoulas In:GCAI 2016. 2nd Global Conference on Artificial Intelligence