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Improving Adversarial Robustness of Few-Shot Learning with Contrastive Learning and Hypersphere Embedding
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.241-248
2023
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Embedded Continual Learning for High-Energy Physics
EPJ Web of Conferences, 2024, Vol.295, p.09014
2024
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Learning Differentiable Particle Filter on the Fly
2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1355-1361
2023
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Multitask Learning for Time Series Data with 2D Convolution
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.9-16
2023
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CD- NOTEARS: Concept Driven Causal Structure Learning Using NOTEARS
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.808-813
2023
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Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces
2024 Wireless Telecommunications Symposium (WTS), 2024, p.1-6
2024
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Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1031-1038
2023
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Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.994-999
2023
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Reliable edge machine learning hardware for scientific applications
2024 IEEE 42nd VLSI Test Symposium (VTS), 2024, p.1-5
2024
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Maximum Knowledge Orthogonality Reconstruction with Gradients in Federated Learning
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.3872-3881
2024
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PPCE: Privacy-Preserving Contribution Evaluation for Fairness-Aware Federated Learning
2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.474-480
2023
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RTRA: Rapid Training of Regularization-based Approaches in Continual Learning
2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI), 2023, p.188-192
2023
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BB-ML: Basic Block Performance Prediction using Machine Learning Techniques
2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.1975-1982
2023
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Partial Binarization of Neural Networks for Budget-Aware Efficient Learning
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.2325-2334
2024
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Mode Connectivity in Federated Learning with Data Heterogeneity
2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1600-1604
2023
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Stable Online Learning-Based Adaptive Control of Spacecraft and Quadcopters
2024 IEEE Aerospace Conference, 2024, p.1-15
2024
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Unsupervised Model-based Learning for Simultaneous Video Deflickering and Deblotching
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.4105-4113
2024
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An Ensemble Learning Framework for Anomaly Detection of Important Geographical Entities
International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.317-322
2024
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UAV and Deep Learning: Detection of selected riparian species along the Ganga River
International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.637-642
2024
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Revealing Urban Deformation Patterns through InSAR Time Series Analysis with TCN and Transfer Learning
International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.813-820
2024
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Neural Characteristic Function Learning for Conditional Image Generation
2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023, p.7170-7180
2023
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Deep Learning Techniques in Big Data Analytics
Data Analytics and Machine Learning, 2024, Vol.145
2024
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Estimating the natural gas compressibility factor using a statistical correlations and machine learning approaches
IOP conference series. Earth and environmental science, 2024, Vol.1340 (1), p.012001
2024
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Deep Learning-based Channel Estimation for Massive MIMO-OTFS Communication Systems
2024 Wireless Telecommunications Symposium (WTS), 2024, p.1-6
2024
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An Edge Internet of Things Framework for Machine Learning-Based Skin Cancer Detection Models
2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.2167-2173
2023
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