Applications of machine learning

Cross-Domain Learning with Normalizing Flow

Deep Root MUSIC Algorithm for Data-Driven DoA Estimation

Transformer-based tracking Network for Maneuvering Targets

A BANDIT ONLINE CONVEX OPTIMIZATION APPROACH TO DISTRIBUTED ENERGY MANAGEMENT IN NETWORKED SYSTEMS

Structural Reparameterization Lightweight Network for Video Action Recognition

Balanced Mixup Loss for Long-tailed Visual Recognition

TREEXGNN: CAN GRADIENT-BOOSTED DECISION TREES HELP BOOST HETEROGENEOUS GRAPH NEURAL NETWORKS?

AURA: PRIVACY-PRESERVING AUGMENTATION TO IMPROVE TEST SET DIVERSITY IN SPEECH ENHANCEMENT

Invariant Adversarial Imitation Learning from Visual Inputs

MEASURING DEVIATION FROM STOCHASTICITY IN TIME-SERIES USING AUTOENCODER BASED TIME-INVARIANT REPRESENTATION: APPLICATION TO BLACK HOLE DATA

NOWCASTING OF EXTREME PRECIPITATION USING DEEP GENERATIVE MODELS

Deep spatio-temporal multiplex graph learning for cardiac imaging classification