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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 51–75 of 380 papers

TitleStatusHype
Segment-level Metric Learning for Few-shot Bioacoustic Event DetectionCode1
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object DetectionCode1
FL-Tuning: Layer Tuning for Feed-Forward Network in TransformerCode1
A Systematic Comparison of Phonetic Aware Techniques for Speech EnhancementCode1
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT HardwareCode1
GRAND+: Scalable Graph Random Neural NetworksCode1
Reliable Inlier Evaluation for Unsupervised Point Cloud RegistrationCode1
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitroCode1
Intent Contrastive Learning for Sequential RecommendationCode1
CVNet: Contour Vibration Network for Building ExtractionCode1
Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal LearningCode1
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social MediaCode1
Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training FrameworkCode1
Affinity Attention Graph Neural Network for Weakly Supervised Semantic SegmentationCode1
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating DeepfakesCode1
DEUP: Direct Epistemic Uncertainty PredictionCode1
Few-Shot Graph Learning for Molecular Property PredictionCode1
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-TuningCode1
Loss Function Discovery for Object Detection via Convergence-Simulation Driven SearchCode1
Multitask Learning for Emotion and Personality DetectionCode1
Personalized Federated Learning with First Order Model OptimizationCode1
Dataset Cartography: Mapping and Diagnosing Datasets with Training DynamicsCode1
Personalized Federated Learning with Moreau EnvelopesCode1
Dynamic Scale Training for Object DetectionCode1
ML4Chem: A Machine Learning Package for Chemistry and Materials ScienceCode1
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