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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 101–125 of 380 papers

TitleStatusHype
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration—0
Δ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization—0
Dynamic Q&A of Clinical Documents with Large Language Models—0
Dynamic Transfer Learning for Named Entity Recognition—0
Few-Shot Charge Prediction with Multi-Grained Features and MutualInformation—0
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey—0
Edge-Efficient Deep Learning Models for Automatic Modulation Classification: A Performance Analysis—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
A Machine Learning-oriented Survey on Tiny Machine Learning—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework—0
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks—0
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures—0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
Enhancing Predictive Maintenance in Mining Mobile Machinery through a TinyML-enabled Hierarchical Inference Network—0
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach—0
Enhancing supply chain security with automated machine learning—0
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening—0
Enterprise Large Language Model Evaluation Benchmark—0
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference—0
Collision-Free Navigation using Evolutionary Symmetrical Neural Networks—0
Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network Flow—0
Behavior Backdoor for Deep Learning Models—0
A deep learning based solution for construction equipment detection: from development to deployment—0
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