SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 1–25 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
MSDformer: Multi-scale Discrete Transformer For Time Series Generation—0
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival AnalysisCode0
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
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