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Applications of machine learning

Input-dependent Dynamical Channel Association for Knowledge Distillation
06 Jun 2023

Input-dependent Dynamical Channel Association for Knowledge Distillation

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Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition
06 Jun 2023

Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition

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Invariant Adversarial Imitation Learning from Visual Inputs
06 Jun 2023

Invariant Adversarial Imitation Learning from Visual Inputs

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IoU-Aware Multi-Expert Cascade Network via Dynamic Ensemble for Long-tailed Object Detection
06 Jun 2023

IoU-Aware Multi-Expert Cascade Network via Dynamic Ensemble for Long-tailed Object Detection

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JOINT ANN-SNN CO-TRAINING FOR OBJECT DETECTION AND IMAGE SEGMENTATION
06 Jun 2023

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

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LEVERAGING SPARSITY WITH SPIKING RECURRENT NEURAL NETWORKS FOR ENERGY-EFFICIENT KEYWORD SPOTTING
06 Jun 2023

LEVERAGING SPARSITY WITH SPIKING RECURRENT NEURAL NETWORKS FOR ENERGY-EFFICIENT KEYWORD SPOTTING

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MEASURING DEVIATION FROM STOCHASTICITY IN TIME-SERIES USING AUTOENCODER BASED TIME-INVARIANT REPRESENTATION: APPLICATION TO BLACK HOLE DATA
06 Jun 2023

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

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Multimodal Knowledge Distillation for Arbitrary-Oriented Object Detection in Aerial Images
06 Jun 2023

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

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NOWCASTING OF EXTREME PRECIPITATION USING DEEP GENERATIVE MODELS
06 Jun 2023

NOWCASTING OF EXTREME PRECIPITATION USING DEEP GENERATIVE MODELS

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Physics-Informed Transfer Learning for Voltage Stability Margin Prediction
06 Jun 2023

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction

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Prune then Distill: Dataset Distillation with Importance Sampling
06 Jun 2023

Prune then Distill: Dataset Distillation with Importance Sampling

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Quantifying Catastrophic Forgetting in Continual Federated Learning
06 Jun 2023

Quantifying Catastrophic Forgetting in Continual Federated Learning

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