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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 51–75 of 380 papers

TitleStatusHype
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural RepresentationCode1
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE ResultsCode1
RewardAnything: Generalizable Principle-Following Reward ModelsCode1
Reward Model Ensembles Help Mitigate OveroptimizationCode1
ML4Chem: A Machine Learning Package for Chemistry and Materials ScienceCode1
Gradient-Guided Annealing for Domain GeneralizationCode1
CGMatch: A Different Perspective of Semi-supervised LearningCode1
GRAND+: Scalable Graph Random Neural NetworksCode1
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating DeepfakesCode1
Dynamic Scale Training for Object DetectionCode1
Improved Distribution Matching for Dataset CondensationCode1
Controllable Style Transfer via Test-time Training of Implicit Neural RepresentationCode1
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object DetectionCode1
Knowledge-refined Denoising Network for Robust RecommendationCode1
DEUP: Direct Epistemic Uncertainty PredictionCode1
Loss Function Discovery for Object Detection via Convergence-Simulation Driven SearchCode1
Dataset Cartography: Mapping and Diagnosing Datasets with Training DynamicsCode1
Ads Recommendation in a Collapsed and Entangled WorldCode1
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social MediaCode1
Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model OptimizationCode1
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint ShrinkingCode1
Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient HeuristicsCode1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and ReasoningCode1
EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMsCode1
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitroCode1
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