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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 326–350 of 380 papers

TitleStatusHype
Proteus: Preserving Model Confidentiality during Graph OptimizationsCode0
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain GeneralizationCode0
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationCode0
LabelCraft: Empowering Short Video Recommendations with Automated Label CraftingCode0
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential EquationsCode0
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networksCode0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language ModelsCode0
Improving Adversarial Robustness with Self-Paced Hard-Class Pair ReweightingCode0
Video Relationship Reasoning using Gated Spatio-Temporal Energy GraphCode0
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting ClassificationCode0
Model Optimization in Imbalanced RegressionCode0
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
Improved Self-Training for Test-Time AdaptationCode0
Monkeypox disease recognition model based on improved SE-InceptionV3Code0
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffeCode0
A Physical Coherence Benchmark for Evaluating Video Generation Models via Optical Flow-guided Frame PredictionCode0
Rank Position Forecasting in Car RacingCode0
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained LabelingCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Effortless Active Labeling for Long-Term Test-Time AdaptationCode0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Group Relative Policy Optimization for Image CaptioningCode0
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival AnalysisCode0
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