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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
2D-Curri-DPO: Two-Dimensional Curriculum Learning for Direct Preference Optimization—0
MicroNAS: An Automated Framework for Developing a Fall Detection System—0
LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection—0
Map Feature Perception Metric for Map Generation Quality Assessment and Loss Optimization—0
Knowledge-guided machine learning for county-level corn yield prediction under drought—0
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction—0
ACT360: An Efficient 360-Degree Action Detection and Summarization Framework for Mission-Critical Training and Debriefing—0
Differentiable Folding for Nearest Neighbor Model Optimization—0
On Digital Optimization of Analog Self-Interference Cancellation for Full-Duplex Wireless Systems—0
Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data—0
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks—0
Group Relative Policy Optimization for Image CaptioningCode0
Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications—0
Scaling LLM Pre-training with Vocabulary Curriculum—0
Vertical Federated Continual Learning via Evolving Prototype Knowledge—0
SycEval: Evaluating LLM Sycophancy—0
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationCode0
SemiHMER: Semi-supervised Handwritten Mathematical Expression Recognition using pseudo-labelsCode0
A Physical Coherence Benchmark for Evaluating Video Generation Models via Optical Flow-guided Frame PredictionCode0
Trust-Aware Diversion for Data-Effective Distillation—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
MME-Industry: A Cross-Industry Multimodal Evaluation Benchmark—0
Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis—0
Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity?—0
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach—0
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