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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 301–350 of 380 papers

TitleStatusHype
Multimodal Recommender Systems: A Survey—0
Multi-modal reward for visual relationships-based image captioning—0
Multi-scale multi-modal micro-expression recognition algorithm based on transformer—0
Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization—0
Neighborhood Spatial Aggregation MC Dropout for Efficient Uncertainty-aware Semantic Segmentation in Point Clouds—0
NeRF-Guided Unsupervised Learning of RGB-D Registration—0
Neural Network Quantization with AI Model Efficiency Toolkit (AIMET)—0
Neural Process for Black-Box Model Optimization Under Bayesian Framework—0
LLMRec: Large Language Models with Graph Augmentation for RecommendationCode0
Self Supervised Vision for Climate DownscalingCode0
SemiHMER: Semi-supervised Handwritten Mathematical Expression Recognition using pseudo-labelsCode0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
AGGLIO: Global Optimization for Locally Convex FunctionsCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
CACER: Clinical Concept Annotations for Cancer Events and RelationsCode0
ManiNeg: Manifestation-guided Multimodal Pretraining for Mammography ClassificationCode0
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence GenerationCode0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Variational Inference for Sparse Gaussian Process Modulated Hawkes ProcessCode0
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress ClassificationCode0
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question AnsweringCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle QuantificationCode0
AutoScale: Learning to Scale for Crowd Counting and LocalizationCode0
BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot DetectionCode0
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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