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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 76–100 of 380 papers

TitleStatusHype
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated LearningCode1
Dataset Cartography: Mapping and Diagnosing Datasets with Training DynamicsCode1
Few-shot Object LocalizationCode1
Multimodal Recommender Systems: A SurveyCode0
Anomalib: A Deep Learning Library for Anomaly DetectionCode0
Model Optimization in Imbalanced RegressionCode0
CACER: Clinical Concept Annotations for Cancer Events and RelationsCode0
Monkeypox disease recognition model based on improved SE-InceptionV3Code0
BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot DetectionCode0
ManiNeg: Manifestation-guided Multimodal Pretraining for Mammography ClassificationCode0
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationCode0
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain GeneralizationCode0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
LLMRec: Large Language Models with Graph Augmentation for RecommendationCode0
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential EquationsCode0
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class MismatchCode0
LabelCraft: Empowering Short Video Recommendations with Automated Label CraftingCode0
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized RegimesCode0
Improved Self-Training for Test-Time AdaptationCode0
BatchQuant: Quantized-for-all Architecture Search with Robust QuantizerCode0
Improving Adversarial Robustness with Self-Paced Hard-Class Pair ReweightingCode0
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained LabelingCode0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
Device-friendly Guava fruit and leaf disease detection using deep learningCode0
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