Vocal Bursts Type Prediction
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Benchmarks
HUME-VB
Most implemented
Context-Dependent Fine-Grained Entity Type Tagging
Vehicle and License Plate Recognition with Novel Dataset for Toll Collection
Typilus: Neural Type Hints
Ludwig: a type-based declarative deep learning toolbox
Learning Type-Aware Embeddings for Fashion Compatibility
Papers
Deep Learning Empowered Type-II Codebook: New Paradigm for Enhancing CSI Feedback
Deep learning based channel state information (CSI) feedback in frequency division duplex systems has drawn much attention in both academia and industry. In this paper, we focus on integrating the Type-II codebook in the…
Deep LearningVocal Bursts Type PredictionNetwork-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus
This paper considers the problem of distributed multi-agent learning, where the global aim is to minimize a sum of local objective (empirical loss) functions through local optimization and information exchange between ne…
Distributed OptimizationFederated LearningVocal Bursts Type PredictionUAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization
Adam-type algorithms have become a preferred choice for optimisation in the deep learning setting, however, despite success, their convergence is still not well understood. To this end, we introduce a unified framework f…
Stochastic OptimizationVocal Bursts Type PredictionProkaryotic genome editing based on the subtype I-B-Svi CRISPR-Cas system
Type I CRISPR-Cas systems are the most common among six types of CRISPR-Cas systems, however, non-self-targeting genome editing based on a single Cas3 of type I CRISPR-Cas systems has not been reported. Here, we present …
DiversityVocal Bursts Type PredictionKoopman-type inverse operator for linear non-minimum phase systems with disturbances
In this paper, a novel Koopman-type inverse operator for linear time-invariant non-minimum phase systems with stochastic disturbances is proposed. This operator employs functions of the desired output to directly calcula…
parameter estimationVocal Bursts Type PredictionSet-Type Belief Propagation with Applications to Poisson Multi-Bernoulli SLAM
Belief propagation (BP) is a useful probabilistic inference algorithm for efficiently computing approximate marginal probability densities of random variables. However, in its standard form, BP is only applicable to the …
Simultaneous Localization and MappingVocal Bursts Type Prediction