Pradeep Singh
This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.
Bibliography
2026
Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation.
Knowl. Inf. Syst., December, 2026
GlobalDentBench: A Multinational Benchmark for Evaluating LLM Clinical Reasoning in Dentistry with Expert Calibration.
CoRR, May, 2026
ADC-Net: a deep attention-based framework for preserving fine image details in denoising.
Signal Process. Image Commun., 2026
Adaptive group-weighted convolutions: Enhancing equivariant networks via learnable symmetry importance maps.
Neurocomputing, 2026
Hierarchical fractal reservoirs: Unsupervised multiscale symbolic graphs for long-horizon prediction of chaotic flows.
Neurocomputing, 2026
Scalable multiscale echo state reservoirs with dendritic readouts for intelligent earthquake early warning systems.
Comput. Electr. Eng., 2026
Phase-modulated permutation reservoirs for robust biomedical time-series forecasting.
Biomed. Signal Process. Control., 2026
2025
CoRR, December, 2025
The Universe Learning Itself: On the Evolution of Dynamics from the Big Bang to Machine Intelligence.
CoRR, December, 2025
CoRR, September, 2025
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows.
CoRR, August, 2025
Contraction, Criticality, and Capacity: A Dynamical-Systems Perspective on Echo-State Networks.
CoRR, July, 2025
Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective.
CoRR, April, 2025
Brain-lateralized reservoirs: Neuro-anatomically constrained echo state networks for chaotic and physiological signals.
Knowl. Based Syst., 2025
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model.
Comput. Geosci., 2025
Fused multi-level attention features with a constraint fusion network for colorectal tissue classification using histopathological images.
Comput. Electr. Eng., 2025
Frozen in Time: Parameter-Efficient Time Series Transformers via Reservoir-Induced Feature Expansion and Fixed Random Dynamics.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025
2024
Medical Biol. Eng. Comput., July, 2024
Discret. Math. Algorithms Appl., January, 2024
A Deep Attention Model for Onsite Estimation of Earthquake Epicenter Distance and Magnitude.
IEEE Trans. Geosci. Remote. Sens., 2024
All signals point to personality: A dual-pipeline LSTM-attention and symbolic dynamics framework for predicting personality traits from Bio-Electrical signals.
Biomed. Signal Process. Control., 2024
Towards Engagement Prediction: A Cross-Modality Dual-Pipeline Approach using Visual and Audio Features.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Integrating Physiological Signals with Dynamical Attention Networks for Personality Trait Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2024
Attention Based Deep Neural Network for Classification of Kidney Ailments Using CT Images.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum.
CoRR, 2023
Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification.
CoRR, 2023
See Through the Fog: Curriculum Learning with Progressive Occlusion in Medical Imaging.
CoRR, 2023
Transcending Grids: Point Clouds and Surface Representations Powering Neurological Processing.
CoRR, 2023
2022
J. Appl. Math. Comput., April, 2022
2021
J. Appl. Math. Comput., June, 2021
2019
Proceedings of the 2019 Global IoT Summit, 2019
1992
Microsoft Windows for Pen Computing.
Proceedings of the Personal Computers and Intelligent Systems, 1992