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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 61–70 of 380 papers

Title	Date	Tasks	Status	Hype	Score
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection	Jul 15, 2022	Event DetectionFew-Shot Learning	CodeCode Available	1	5
GRAND+: Scalable Graph Random Neural Networks	Mar 12, 2022	Data AugmentationGraph Learning	CodeCode Available	1	5
DEUP: Direct Epistemic Uncertainty Prediction	Feb 16, 2021	Active Learningimage-classification	CodeCode Available	1	5
Intent Contrastive Learning for Sequential Recommendation	Feb 5, 2022	Contrastive LearningModel Optimization	CodeCode Available	1	5
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media	Dec 1, 2021	Knowledge DistillationMarketing	CodeCode Available	1	5
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object Detection	Jul 10, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	1	5
Controllable Style Transfer via Test-time Training of Implicit Neural Representation	Oct 14, 2022	Model OptimizationStyle Transfer	CodeCode Available	1	5
Ads Recommendation in a Collapsed and Entangled World	Feb 22, 2024	Feature CorrelationModel Optimization	CodeCode Available	1	5
Knowledge-refined Denoising Network for Robust Recommendation	Apr 28, 2023	DenoisingKnowledge-Aware Recommendation	CodeCode Available	1	5
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware	Apr 20, 2022	Anomaly DetectionModel Optimization	CodeCode Available	1	5

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