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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 251–275 of 380 papers

TitleStatusHype
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network—0
Segment-level Metric Learning for Few-shot Bioacoustic Event DetectionCode1
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object DetectionCode1
An Embedding-Dynamic Approach to Self-supervised Learning—0
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation—0
FL-Tuning: Layer Tuning for Feed-Forward Network in TransformerCode1
A Systematic Comparison of Phonetic Aware Techniques for Speech EnhancementCode1
Model Optimization in Imbalanced RegressionCode0
Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection—0
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes—0
Medical Image Registration via Neural Fields—0
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity—0
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT HardwareCode1
A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation—0
Collision-Free Navigation using Evolutionary Symmetrical Neural Networks—0
Federated Self-Supervised Learning for Acoustic Event Classification—0
GRAND+: Scalable Graph Random Neural NetworksCode1
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss—0
PUMA: Performance Unchanged Model Augmentation for Training Data Removal—0
Adaptive Discriminative Regularization for Visual Classification—0
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders—0
Reliable Inlier Evaluation for Unsupervised Point Cloud RegistrationCode1
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks—0
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