SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 26–50 of 380 papers

TitleStatusHype
D^2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving—0
Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models—0
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
On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile DevicesCode2
Map Feature Perception Metric for Map Generation Quality Assessment and Loss Optimization—0
OpenHuEval: Evaluating Large Language Model on Hungarian SpecificsCode1
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement LearningCode2
Knowledge-guided machine learning for county-level corn yield prediction under drought—0
A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and ProspectsCode1
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
Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data—0
On Digital Optimization of Analog Self-Interference Cancellation for Full-Duplex Wireless Systems—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
Gradient-Guided Annealing for Domain GeneralizationCode1
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
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