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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 126–150 of 380 papers

TitleStatusHype
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities—0
Effortless Active Labeling for Long-Term Test-Time AdaptationCode0
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration—0
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks—0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock MarketCode0
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain GeneralizationCode0
Data-Driven Fairness Generalization for Deepfake Detection—0
Developing a Dataset-Adaptive, Normalized Metric for Machine Learning Model Assessment: Integrating Size, Complexity, and Class Imbalance—0
Lossless Model Compression via Joint Low-Rank Factorization Optimization—0
Behavior Backdoor for Deep Learning Models—0
Towards Data-centric Machine Learning on Directed Graphs: a Survey—0
Optimized Conformal Selection: Powerful Selective Inference After Conformity Score OptimizationCode0
Transforming the Hybrid Cloud for Emerging AI Workloads—0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively—0
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained LabelingCode0
Enhancing Predictive Maintenance in Mining Mobile Machinery through a TinyML-enabled Hierarchical Inference Network—0
AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis—0
Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edgeCode0
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks—0
TBBC: Predict True Bacteraemia in Blood Cultures via Deep Learning—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation—0
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization—0
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