Applications of machine learning

FAST SINGLE-PERSON 2D HUMAN POSE ESTIMATION USING MULTI-TASK CONVOLUTIONAL NEURAL NETWORKS

JOINT ANN-SNN CO-TRAINING FOR OBJECT DETECTION AND IMAGE SEGMENTATION

Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools

TOWARDS ROBUST DATA-DRIVEN UNDERWATER ACOUSTIC LOCALIZATION: A DEEP CNN SOLUTION WITH PERFORMANCE GUARANTEES FOR MODEL MISMATCH

Prune then Distill: Dataset Distillation with Importance Sampling

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction

Multimodal Knowledge Distillation for Arbitrary-Oriented Object Detection in Aerial Images

Scalable Weight Reparametrization for Efficient Transfer Learning

Hybrid Transformers For Music Source Separation

Weakly- and Semi-Supervised Object Localization

Quantifying Catastrophic Forgetting in Continual Federated Learning

Chord-Conditioned Melody Harmonization with Controllable Harmonicity