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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 41–50 of 380 papers

Title	Date	Tasks	Status	Hype
Few-Shot Graph Learning for Molecular Property Prediction	Feb 16, 2021	AttributeDrug Discovery	CodeCode Available	1
Few-shot Object Localization	Mar 19, 2024	Model OptimizationObject	CodeCode Available	1
FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination	Apr 12, 2024	Anomaly DetectionModel Optimization	CodeCode Available	1
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics	Sep 22, 2020	Model OptimizationOut-of-Distribution Generalization	CodeCode Available	1
AlphaFold Distillation for Protein Design	Oct 5, 2022	DiversityDrug Discovery	CodeCode Available	1
BEDI: A Comprehensive Benchmark for Evaluating Embodied Agents on UAVs	May 23, 2025	Model OptimizationTask Planning	CodeCode Available	1
Ads Recommendation in a Collapsed and Entangled World	Feb 22, 2024	Feature CorrelationModel Optimization	CodeCode Available	1
DEUP: Direct Epistemic Uncertainty Prediction	Feb 16, 2021	Active Learningimage-classification	CodeCode Available	1
Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristics	Jun 30, 2023	Model Optimization	CodeCode Available	1
Controllable Style Transfer via Test-time Training of Implicit Neural Representation	Oct 14, 2022	Model OptimizationStyle Transfer	CodeCode Available	1

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