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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 201–225 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
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models—0
On Digital Optimization of Analog Self-Interference Cancellation for Full-Duplex Wireless Systems—0
One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration—0
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks—0
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification—0
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer—0
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey—0
OpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital Predistortion—0
Optimization Design for Federated Learning in Heterogeneous 6G Networks—0
Optimizing Language Models for Human Preferences is a Causal Inference Problem—0
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks—0
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications—0
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders—0
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest—0
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM—0
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities—0
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability—0
Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network—0
ProMoAI: Process Modeling with Generative AI—0
Proximal Policy Optimization and its Dynamic Version for Sequence Generation—0
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