SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 1–50 of 380 papers

TitleStatusHype
OpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital PredistortionCode0
FedRef: Communication-Efficient Bayesian Fine Tuning with Reference ModelCode0
G^2D: Boosting Multimodal Learning with Gradient-Guided DistillationCode0
Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings—0
Enterprise Large Language Model Evaluation Benchmark—0
From Tiny Machine Learning to Tiny Deep Learning: A SurveyCode2
Intelligent Operation and Maintenance and Prediction Model Optimization for Improving Wind Power Generation Efficiency—0
BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot DetectionCode0
GFRIEND: Generative Few-shot Reward Inference through EfficieNt DPOCode0
A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions—0
RewardAnything: Generalizable Principle-Following Reward ModelsCode1
Multi-Modal Learning with Bayesian-Oriented Gradient Calibration—0
BEDI: A Comprehensive Benchmark for Evaluating Embodied Agents on UAVsCode1
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question AnsweringCode0
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets—0
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint OptimizationCode13
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival AnalysisCode0
MSDformer: Multi-scale Discrete Transformer For Time Series Generation—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Learning to Insert for Constructive Neural Vehicle Routing Solver—0
SLOT: Sample-specific Language Model Optimization at Test-timeCode2
MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc NetworksCode0
From Rankings to Insights: Evaluation Should Shift Focus from Leaderboard to FeedbackCode0
Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams—0
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey—0
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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