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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 276–300 of 380 papers

TitleStatusHype
Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity?—0
Constraint-Based Inference of Heuristics for Foreign Exchange Trade Model Optimization—0
Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning—0
Curriculum Graph Machine Learning: A Survey—0
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models—0
D^2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving—0
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning—0
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring—0
Data-Augmented Counterfactual Learning for Bundle Recommendation—0
Data-Driven Fairness Generalization for Deepfake Detection—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss—0
Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization—0
Defect Analysis of 3D Printed Cylinder Object Using Transfer Learning Approaches—0
DEMO: A Statistical Perspective for Efficient Image-Text Matching—0
Developing a Dataset-Adaptive, Normalized Metric for Machine Learning Model Assessment: Integrating Size, Complexity, and Class Imbalance—0
Differentiable Folding for Nearest Neighbor Model Optimization—0
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction—0
Diffusion Deepfake—0
DISCO: Distributed Inference with Sparse Communications—0
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening—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
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey—0
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