SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 301–350 of 380 papers

TitleStatusHype
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
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited 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
Enterprise Large Language Model Evaluation Benchmark—0
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference—0
Explicit Foundation Model Optimization with Self-Attentive Feed-Forward Neural Units—0
Exploring the Optimized Value of Each Hyperparameter in Various Gradient Descent Algorithms—0
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes—0
Extending Universal Intelligence Models with Formal Notion of Representation—0
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network—0
Federated Self-Supervised Learning for Acoustic Event Classification—0
FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy—0
FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework—0
Few-Shot Charge Prediction with Multi-Grained Features and MutualInformation—0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
Flattening Singular Values of Factorized Convolution for Medical Images—0
Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection—0
Flextron: Many-in-One Flexible Large Language Model—0
Flood Prediction Using Machine Learning Models: Literature Review—0
Floorplan-Aware Camera Poses Refinement—0
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models—0
Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis—0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models—0
Graph Embedding for Recommendation against Attribute Inference Attacks—0
Graph Regularized and Feature Aware Matrix Factorization for Robust Incomplete Multi-view Clustering—0
Grouped Adaptive Loss Weighting for Person Search—0
Adaptive Discriminative Regularization for Visual Classification—0
Heterogeneous Language Model Optimization in Automatic Speech Recognition—0
Human judgment vs. theoretical models for the management of ecological resources—0
Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings—0
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction—0
iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers—0
Intelligent Operation and Maintenance and Prediction Model Optimization for Improving Wind Power Generation Efficiency—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Invariant Aggregator for Defending against Federated Backdoor Attacks—0
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning—0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
Knowledge-guided machine learning for county-level corn yield prediction under drought—0
Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection—0
Learning Contour-Fragment-based Shape Model with And-Or Tree Representation—0
Learning Physical Simulation with Message Passing Transformer—0
Learning to Insert for Constructive Neural Vehicle Routing Solver—0
Lifelong Metric Learning—0
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