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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 176–200 of 380 papers

TitleStatusHype
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
TRAWL: Tensor Reduced and Approximated Weights for Large Language ModelsCode0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Enhancing supply chain security with automated machine learning—0
Flextron: Many-in-One Flexible Large Language Model—0
Learning Physical Simulation with Message Passing Transformer—0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection—0
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class MismatchCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data—0
DEMO: A Statistical Perspective for Efficient Image-Text Matching—0
Double Correction Framework for Denoising RecommendationCode0
AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity—0
Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs—0
NeRF-Guided Unsupervised Learning of RGB-D Registration—0
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications—0
Proteus: Preserving Model Confidentiality during Graph OptimizationsCode0
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models—0
Edge-Efficient Deep Learning Models for Automatic Modulation Classification: A Performance Analysis—0
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Diffusion Deepfake—0
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